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 article illustrates how media representations of Suzuki Ichiro, a professional baseball player, have reproduced discourses of nationhood in Japan and the US, demonstrating how nationalism and globalization may articulate in sport. Some 365 articles that mentioned Ichiro, published in the Seattle Times (151), Mainichi Daily Newspaper (77), and Sports Nippon (137) were analyzed. These articles describe Ichiro’s inaugural season (2001-02) as the first Japanese position player in Major League Baseball. Transnationalism provides an important framework for understanding the specific space between the nation and the ‘other.’ In this instance, this space spans the US and Japan, US and Japanese baseball, and even US and Japanese media. Although Ichiro’s move from Japanese baseball to Major League Baseball is evidence of the globalization of sport, Ichiro is also a vehicle through which US and Japanese nationalism can be celebrated. The framework of transnationalism permits an understanding of the interplay between US and Japanese nation-building discourses, as well as providing a specific political and historical context.
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 | 0.001 | 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) | 0.000 | 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