MONITORING STUDENTS’ OVERSEAS EXPERIENCE THROUGH A LEARNING MANAGEMENT SYSTEM
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
Electrophysiologic examination of scotopic and photopic retinal function was done in 31 young healthy Labrador Retrievers and 6 Labrador Retrievers with ophthalmoscopic signs of generalized progressive retinal atrophy (PRA). Scotopic responses to 4 stimulus intensities (b-wave threshold and 0.65-, 1.60-, and 2.59-log relative units above b-wave threshold, tests 1, 2, 3, and 6, respectively) were determined, using single-flash stimulation. Alternating current recorded single-flash c waves (stimulus intensity 3.18-log relative units above b-wave threshold, test 4) and 30-Hz photopic flicker (stimulus intensity 1.92-log relative units above b-wave threshold, test 7) responses were recorded. Results of the single-flash recordings from 31 healthy dogs were analyzed statistically. The method used allowed for a separation of rod and cone function. Tests 3, 6, and 7 were most useful in determination of retinal disease, when results of the healthy young dogs were compared with results obtained from generalized PRA-affected dogs. Various doses of ketamine and xylazine in dogs with ophthalmoscopically normal fundi had no significant effects on a- and b-wave amplitudes when dogs were given single-flash stimuli 1.60-log relative units above b-wave threshold (test 3). Three 3-year-old dogs, with ophthalmoscopic signs of generalized PRA, had greatly reduced a- and b-wave amplitudes and unaltered or slightly shortened a- and b-wave latencies. One 3-year-old dog with normal-appearing fundi had responses similar to those of dogs with generalized PRA of the same age. On repeated examination 6 months later, this dog had ophthalmoscopic and angiographic signs of generalized PRA.(ABSTRACT TRUNCATED AT 250 WORDS)
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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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