The root characteristics of different alfalfa varieties
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 root development characteristics and the correlation with the aboveground biomass of twelve alfalfa varieties introduced from American,Germany and Canada and planted in Qiannan area in Guizhou were studied.The results showed that the root morphological characteristics of different alfalfa varieties had significant difference(P0.05).The aboveground biomass had extremely significantly positive correlation(P0.01)with the root collar diameter,the branch number,the main root length,and the root dry weight.The underground biomass had extremely significantly positive correlation with the root collar diameter,the depth,the number of branches,the bud number,the main root length and the root diameter.Through path analysis,the greatest contribution factors for the root biomass were the root collar diameter,number of branches,length of main root and lateral root number.According to the root morphology characteristics,the twelve alfalfa varieties can be clustered into three categories.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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