China - Measures Affecting Imports of Automobile Parts
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
On 30 March 2006, the European Communities and the United States, and on 13 April 2006, Canada, requested consultations with China regarding China's imposition of measures that adversely affect exports of automobile parts from the European Communities, the United States and Canada to China. The measures include the following: (a) Policy on Development of Automotive Industry (Order No. 8 of the National Development and Reform Commission, 21 May 2004); (b) Measures for the Administration of Importation of Automotive Parts and Components for Complete Vehicles (Decree No. 125), which entered into force on 1 April 2005); and, (c) Rules for Determining Whether Imported Automotive Parts and Components Constitute Complete Vehicles (General Administration of Customs Public Announcement No. 4, which entered into force on 1 April 2005; as well as any amendments, replacements, extensions, implementing measures or other measures related.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.004 |
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