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
Episode 070 - In the quiet city of Armstrong B.C. on Halloween night 2011, Taylor Van Diest, 18, left her house dressed as a zombie. She was excited to meet up with her pals to go trick or treating one last time before they were 'too old'. Taylor stopped responding to text messages just over ten minutes into her short walk to her friend's home. She was found badly beaten and clinging to life two hours later by friends and family frantically searching. The fun loving girl with no known enemies died in hospital the next morning. It would take good old fashioned police work coupled with forensic DNA evidence to bring her killer to justice. Sources: Taylor Van Diest Facebook Taylor Van Diest Press Conference (Nov.4/11) Van Diest Suspect DNA (video) RCMPTaylor Van Diest murder suspect (video) R. v. Foerster, 2017 BCCA 105 (CanLII), Killer's Videotaped Confession Foerster Pleads Guilty to Earlier Attacks Foerster Sr. gets three years for enabling murderer's escape Support the show: https://www.patreon.com/darkpoutine See omnystudio.com/policies/listener for privacy information.
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) | 0.001 | 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) | 0.161 | 0.040 |
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