Diseño y construcción de un sistema automatizado de control de bombas deagua en un cultivo hidropónico en el entorno Arduino, UNSCH – Ayacucho
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
The objective of the work to develop an automated irrigation system about Arduino for hydroponic crops The system uses an Arduino ATmega328P board to connect different components, such as a real-time clock module, LCD I2c screen, two one-channel relay modules and electrical resistors; For the purpose to obtain a micro programmable controller that turns on and off the water pump of a greenhouse in times determined according to the development of the crop, particularly in lettuce crops with different varieties .For this, it’s necessary to use different control techniques and to carry out several experimental tests in order to adjust certain control parameters, especially humidity and temperature. This system was installed in the greenhouse of the Community of Mollepata in Ayacucho, within the three-year agreement "Inti, the energy that feeds the Earth" between the National University of San Cristóbal de Huamanga (UNSCH) and the Regional Committee of Education for Development Lanaudière International (CREDIL – JOLIETTE) - Canada.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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