The Panchronic Yiqtol: Functionally Consistent and Cognitively Plausible
Why this work is in the frame
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Bibliographic record
Abstract
This article demonstrates that applying the panchronic methodology (based on the grammaticalization and path theories as well as on principles of cognitive linguistics) all apparently heterogeneous meanings provided by the BH yiqtol can be explained as manifestations of a consistent phenomenon. The yiqtol may be defined as portions of the imperfective and modal ability paths which jointly derive from a single lexically transparent and cognitively plausible input, a reduplicated participle as reconstructed for the PS *yaqattal. The author shows that the BH construction is a direct functional descendent of the PS *yaqattal which, after having suffered several analogical processes, was superficially modified to a shape based on the *yaqtul-u finally yielding the BH yiqtol.
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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 | 0.000 |
| 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) | 0.002 | 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