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 Barenaked Ladies hit seemed like the right tone for this episode of Shtetl on the Shortwave. At a time of war how do people continue to hope for peace? On this episode we talk two people who take small, but brave steps towards a so-called enemy. We'll speak live with Zane Caplansky of Caplansky's Deli in Toronto. The Jewish restaurant owner is sponsoring a screening at The Toronto Palestine Film Festival . Caplansky has received support and criticism for this from both Jews and Palestinians. Caplansky is sponsoring an outdoor screening of "Leila's Birthday" at The Toronto Palestine Film Festival. We'll also speak with Joujou , a 31 year-old Palestinian living in Germany who started the increasingly popular Facebook campaign " Palestine Loves Israel " which brings together Israelis and Palestinians online and believes that even during a time of war, the two peoples, Muslims & Jews, Palestinians and Israelis...need to be friends. Need to know each other, and need to show compassion for one another. (The image used for this episode is based on a graphic from their Facebook campaign.) This is one of many images from the "Palestine Loves Israel" Facebook campaign where you can read posts and see images that highlight the humanity of everyone involved in the conflict. Thanks for tuning in! Music in this episode by Gonzalez, The Barenaked Ladies, Sandaara (playing this August 27th at the Montreal Jewish Music Festival), Corinna Rose, and the Shtetl theme song by Krista Muir.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.739 | 0.061 |
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