Movement of entomopathogenic nematodes in soils of Fragaria spp.
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 mobility of three entomopathogenic nematodes (Steinernema carpocapsae UK and All Strain, and S. glaseri (Nematoda: Steinernematidae) was observed in strawberry fields in Vancouver, WA. Nematodes were sprinkled over the soil surface using a mason jar. Soil and soil-moisture content, soil composition, soil pH and conductivity was reported over the evaluation period. 12 cm deep soil samples were taken after surface application at 9 and 25 days, 7, 26 and 45 and 6, 22, 37 and 50 days at the three different test sites within the surface application site and at 5 cm distance. Soil samples taken were divided into three layers (0-4, 5-8 and 9-12 cm) and exposed once to five Galleria larvae in the laboratory to evaluate nematode presence and movement. Results after surface application demonstrated more vertical movement of S. glaseri into deeper soil layers in comparison to both S. carpocapsae strains.
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 | 0.001 | 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