Improved prospects for the domestication of Acacia saligna in Región de Coquimbo, Chile
Bibliographic record
Abstract
Acacia saligna (Labill.) H Wendl. Es un arbusto o pequeño árbol, fijador de nitrógeno, nativo y endémico del sur oeste de Australia Occidental. Es cultivado en la Región de Coquimbo para forraje y mejoramiento de suelos. Este artículo revisa el trabajo necesario para mejorar los logros en la domesticación de esta especie. Un estudio reciente ha demostrado que A. saligna comprende cinco subespecies que difieren sutilmente en rasgos morfológicos y tiene una distribución natural que ocupa marcadamente diferentes subregiones. Las subespecies muestran diferencias en aspectos que son económicamente importantes en materia de clima, hábitos, biomasa potencial, habilidad de rebrotar desde cepas y tendencia a emitir brotes de raíces. Resultados preliminares en ensayos en Australia Occidental tienen relación con el potencial de domesticación de esta especie como cultivos de corta rotación en monte bajo. De las cinco subespecies, solo una esta siendo ampliamente empleada en la Región de Coquimbo.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".