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 introductory chapter begins with the story of a small, well-traveled house that fell from the sky into the middle of a road leading to the town of Recanati, in Italy's Marche region, 2 December 1295. The house came to be known as “Loreto” for the owner of the land, Laureta. The chapter then sets out the book's purpose, which is to show the myriad human hands behind the Holy House's emergence on the Italian and global scene. Movers ranged beyond French, Spanish, Portuguese, and central European Jesuits to include Monquí pilgrims from Baja California, Moxos house builders in Bolivia, Huron female mission leaders in Canada, Inka procession organizers in Peru, Slavic migrants in the Adriatic basin, and German atlas makers, among others. The experiences of these individuals who got bundled into the history of Loreto turn Loreto's founding parable on its head.
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 | 0.001 | 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) | 0.002 | 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