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
There are more than 190 countries in the world systems today. They come in all dispositions, shapes and sizes. The often question whish are opened today are: How important is international trade to the nations of the world? Whish countries trade with whish other countries? What goods do countries trade. This is one small segment of complex organization and systems structure of International economics. Summarized the trade patterns described in this section, we have shown that industrialized countries account for the bulk of word exports and word imports. In particular, the largest amount of trade occurs between industrialized countries. In terms of national trading patterns, countries tend to trade extensively with their neighbors. Nowhere is this more apparent than in EU, where two-thirds of EU member’s exports go to other EU countries, and North America, where Canada, the USA and particularity Mexico are major markets for each other’s goods. Key words: trading pattern, trade, International economics relations, globalization, liberalization
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) | 0.000 | 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