The Meeting of Two Border Worlds: How the Maine-Canada and Texas-Mexico Borders Met in 1920
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 study follows two families living on the Maine and Texas borders in order to explore how seemingly different border communities shared much in common as they developed in the broader context of the late nineteenth to early twentieth centuries. A brief background history of the two border areas and families is followed by a more detailed look, beginning with a comparison of the conflicts that finalized the borderlines of each state, and ending with a description of the key factors involved in hybrid-culture formation on these borders. The family vignettes offer a window onto examples of how community members were affected by, reacted to, or participated in some of these broader events. There were similarities and differences between both areas – in terms of the border dynamics, the development of the two communities, and their distinct hybrid cultures – and both border areas evolved in a similar way. The author is a History doctoral candidate at Southern Methodist University in Dallas, Texas.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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