Cadmio: Biacumulación y efecto en el desarrollo vegetativo de haba (Vicia faba L.) como propuesta de bioensayo
Bibliographic record
Abstract
Se evaluó el efecto del cadmio en el crecimiento y ganancia de biomasa en plantas de haba (Vicia faba L.), desarrolladas en cultivo hidropónico y expuestas a una concentración de CdSO4 de 0.112 ppm; se determinó también la bioacumulación del metal en raíz, tallo y hoja. Los resultados muestran que el cadmio generó una disminución en el crecimiento de la parte vegetativa, en la longitud de la raíz y en la producción de biomasa en las plantas sometidas al contaminante; la raíz fue el sitio de mayor bioacumulación seguido de las hojas y el tallo. Las raíces mostraron un oscurecimiento y engrosamiento. Las respuestas al contaminante pueden ser una herramienta para estudios de monitoreo ambiental.
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How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".