Evaluación de los costos del sistema de logística externa de la empresa Manitoba Ltda
Bibliographic record
Abstract
En este trabajo se hablará acerca de algunos procesos logísticos de la empresa Manitoba ltda. Como los son el Almacenamiento, Despacho y Fletes, con sus respectivos costos; se tratará, paso a paso, la importancia de cada unos de estos procesos dentro de la cadena de valor de la Compañía. Se iniciará haciendo una introducción acerca de cual es la importancia de cada proceso, analizado y mostrando la importancia de un buen manejo de los mismos; se presentará el estado actual de los costos de la Empresa, se realizarán recomendaciones que permitan un mejor uso de esos recursos. Específicamente en la parte de fletes se evaluarán dos posibles proyectos para mejorar la rentabilidad de los pedidos de la Compañía, logrando presentar soluciones para la toma decisiones
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".