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
This is a non-fiction story about my father who lost approximately 15 years of long-term memory and his short term memory overnight. The story takes place in the hospital during the time of attempted diagnoses. Faced with this illness, I learn that there are still afflictions that our modern medical science can not yet explain. At the time I wrote this story (2013), my father was still ill. He never regained his long or short-term memory. Ten months into his illness he began to have grand mal seizures, which indicated a progressive autoimmune disease. Doctors performed additional tests. One was for a brain auto-immune disease called anti-NMDA-receptor autoimmune encephalitis and is only tested for in Spain by a doctor named Josep Dalmau. My father died exactly a year after the sudden onset of the illness, likely due to his heart stopping from a seizure. The day after that, it was confirmed that he did have the autoimmune disease that is only tested for in Spain. This story was long-listed for Canada Writes in 2013.
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