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
our new prime minister, announced that we're going to eliminate that requirement, and we're working together with the Mexican government on a plan to do just that.lc: And in the future, we'll have something similar to what the Europeans have vis-à-vis the United States, won't we?They call it the esta, don't they?pa: Yes, the Electronic System for Travel Authorization (esta).We're initiating that program March 15, but not with all countries because it's a pilot project, though eventually we will include everyone.We have to be very clear about this: this is not an instrument we're going to impose on the Mexicans, but all countries will have to go through this short two-or three-minute-long procedure on line.lc: In effect, the imposition of the visa was an irritant; we can't get away from that.It also slowed down our stupendous cooperation in the flow of students and tourists.But beyond the visa issue, which we have talked about on several occasions, I have the impression that it affected the trilateral vision we had when we celebrated the sixtieth anniversary of our relations; that is, the project of turning the region of North America into the most competitive in the world, when
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 | 0.001 | 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) | 0.183 | 0.487 |
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