Constructions Waxing and Waning: A Brief History of the Zero-Secondary Predicate Construction
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
In the English Secondary Predicate Construction (SPC), a predicative relation between a noun phrase (NP) and a “secondary predicate” (XP) is established by a main verb ( He finds Verb her NP attractive XP ). While the syntactic nature of this construction has received ample attention from a synchronic perspective, this study aims to shed light on the diachronic developments of the SPC. First, using data from the York-Toronto-Helsinki Corpus of Old English Prose (YCOE) and the Penn corpora, a classification is proposed of the verbs occurring in the SPC. Based on this semantic classification, the development of the SPC is then traced from Old English to Late Modern English in terms of frequency and productivity. It is argued that, while the various classes of SPC-taking verbs often show opposite developments, these lower-level incongruities are resolved at a higher schematic level, as the SPC as a whole underwent a process of internalization. These findings underscore the importance of lower-level developments in the diachronic behavior of schematic constructions and consequently contribute to the literature on constructional change.
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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 | 0.000 | 0.033 |
| 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 | 0.001 |
| 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