Immunolocalization of Tomato Mosaic Tobamovirus in Roots of Red Spruce Seedlings
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
Abstract The objective of this study was to determine the location of tomato mosaic tobamovirus (ToMV) in red spruce ( Picea rubens ) seedling roots. Roots were collected from uninfected and infected spruce seedlings at biweekly intervals, fixed in formaldehyde‐glacial acetic acid‐50% ethanol (1 : 1 : 18), embedded in paraffin, sectioned, and tested by indirect immunofluorescence (IF). ToMV was detected by IF in infected, but not in uninfected red spruce roots. All seedlings that tested positive by IF had previously tested positive by enzyme‐linked immunosorbent assay. Fluorescence was observed most frequently 2 weeks after inoculation in cortical and epidermal cells, as well as in the lateral root primordia. The ToMV was not observed in vascular tissue, the root cap, or meristematic cells. Virus distribution was uneven, and occurred in localized, concatenated pockets, parallel to the axis of the apical meristem. In older seedlings, fluorescence was associated with irregular‐shaped vesicles in cortical cells.
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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