Diseño conceptual y preliminar de un túnel hidrodinámico para estudio de superficies fuseladas
Bibliographic record
Abstract
El diseño preliminar y conceptual de un túnel hidrodinámico es el conjunto de estudios hechos sobre el comportamiento de fluidos y algunos parámetros que influyen en la interacción del fluido con un objeto. Se realizaron análisis de pérdida y ganancia de energía y aplicación de la ecuación de continuidad al sistema en cada uno de sus componentes como tubería, válvulas, bomba, y materiales que forman las secciones principales del túnel (laminación, filtrado y visualización). Todo lo anterior basado en antiguos túneles hidrodinámicos ya hechos claro está que con variaciones que buscan garantizar un flujo laminar con análisis hechos por los autores de este proyecto de grado y que dan la oportunidad a que sea construido para bien de los investigadores, alumnos y la distinguida Fundación Universitaria Los Libertadores.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".