Continental Order?: Integrating North America for Cybercapitalism
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
Chapter 1 Introduction: Integrating a Continent for a Transnational World Chapter 2 NAFTA and Economic Integration in North America: Regional or Global? Chapter 3 Globalization and Latin Media Powers: The Case of Mexico's Televisa Chapter 4 Globalization, Cultural Industries, and Free Trade: The Mexican Audiovisual Sector in the NAFTA Age Chapter 5 The Reorganization of Spanish-Language Media Marketing in the United States Chapter 6 Telecommunications after NAFTA: Mexico's Integration Strategy Chapter 7 Networking the North American Higher Education Industry Chapter 8 Commerce versus Culture: The Print Media in Canada and Mexico Chapter 9 Whose Hollywood? Changing Forms and Relations inside the North American Entertainment Economy Chapter 10 Upmarket Continentalism: Major League Sport, Promotional Culture, and Corporate Integration Chapter 11 Multimedia Policy for Canada and the United States: Industrial Development as Public Interest
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.004 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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