The syntagmatic–paradigmatic shift and reading development
Why this work is in the frame
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Bibliographic record
Abstract
This study examined developmental change in the word association task as reading acquisition occurred. Syntagmatic responses follow the stimulus world in discourse, 'cold'--'outside', while paradigmatic associates are of the same form class, 'cold'--'hot'. Some 59 children were tested three times during the school year. The average age of the younger group was 5;4, and the older group, 6;2 at the October test. They were given the PPVT, the Woodcock Reading Mastery Test, and a word association task. The younger group gave an increasing number of rhyming responses and the older group gave more paradigmatic responses as the year progressed. Regression analyses with the older group attributed this to reading acquisition. The changing nature of the cognitive representation of words as reading acquisition took place was discussed.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| 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 | 0.000 | 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