Comparing Focus on Form and Focus on FormS in Second-Language Vocabulary Learning
Why this work is in the frame
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Bibliographic record
Abstract
Abstract: The study compares the effectiveness of Focus on Form (FonF) and Focus on FormS (FonFs) approaches in learning new L2 words by 158 high-school learners of English as L2. In phase 1 of the study, the FonF group read a text containing the target words, discussed it in small groups, and answered comprehension questions. The FonFs group studied the target words as discrete items with their meanings and examples of usage. In phase 2 of the study, all learners received the target words with their meanings and studied them for 15 minutes for a quiz. They were tested immediately after each phase, and two weeks later. Results revealed significantly higher scores for FonFs group after phase 1, but the difference disappeared after phase 2. As learners cannot be expected to study all vocabulary for tests, form-focused instruction - and particularly FonFs - is claimed to be indispensable for L2 vocabulary learning.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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