College English Curriculum Group: The Construction Based on Needs Analysis
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
The rapid development of society and economy is not only the opportunity but also the challenge of the college English teaching in China. Nowadays, traditional college English curriculum, with its monotonous content and musty teaching principles, can hardly activate learners’ motivation, because the curriculum design neglects learners’ needs. Therefore, instrument, humanity and profession should be integrated in English education and college English curriculum group has been designed and constructed. In this curriculum system, based on the learners’ needs analysis, EGP and ESP are combined; and on the Internet platform that makes use of educational resources, a new mode of English Instruction, “online teaching + traditional teaching + autonomous inquiry + discussion”, has been explored; the comprehensive assessment system and reasonable teacher structures are designed so that learners’ motivation can be activated and the practical ability of foreign language can be improved significantly.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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