Teaching and Learning Sequence (TLS) generator transforming translated scientific literature into structured educational resources¶
Design · All designs
Evidence · no claims cited
Description¶
The second CRITICS component is a Teaching and Learning Sequence generator that investigates how to transform translated scientific literature into structured educational resources. It works "by analyzing the corpus to identify key concepts and pedagogical approaches, extracting argumentation graphs to generate TLSs". The TLSs specify driving problems/questions, learning objectives focused on competency acquisition, scientific practices including argumentation and critical thinking, and activities for science students, following Design-Based Research and curriculum-aligned teaching-learning.
Design Implications¶
Context¶
Requirements¶
- machine-translated scientific corpora as input
- argumentation graphs extracted from the corpus
- alignment with learning objectives and competency acquisition
Constraints¶
- TLSs are developed for topic-specific competency-based assessments in natural sciences and AI
Target Learners¶
- science students in higher education
Learning Goals¶
- competency acquisition
- scientific argumentation
- critical thinking
Claims¶
Related Designs¶
- CRITICS three-component ecosystem for cross-lingual scientific knowledge transfer
- Script mechanics as data-structure transformations between phases
Examples¶
-
Key Sources¶
- Agerri, R., Aldabe, I., Cabrio, E., Cieliebak, M., Deriu, J., Flores, M., Kapočiūtė-Dzikienė, J., Kuizinienė, D., Rico, A., Ruiz-González, A., Soroa, A., Vaškevičius, M. and Villata, S. (2026). CRITICS - Critical Science Without Borders: Language Models to Promote Critical Thinking in Science Education. SEPLN 2026. https://www.hitz.eus/critics
Page metadata
| Field | Value |
|---|---|
type |
design |
id |
tls-generator-translated-scientific-literature |
title |
Teaching and Learning Sequence (TLS) generator transforming translated scientific literature into structured educational resources |
description |
The second CRITICS component is a Teaching and Learning Sequence generator that investigates how to transform translated scientific literature into structured educational resources. |
status |
review |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — agerri-2026 |
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