Why this work is in the frame
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Bibliographic record
Abstract
Abstract Recent literature has debated the nature and robustness of distinctions between pronominal tenses and existential tenses, between absolute tenses and relative tenses, and between perfect aspects and relative tenses. In this paper, we investigate anteriority markers in Javanese and Atayal, two distantly related Austronesian languages. On the basis of a range of empirical diagnostics, we propose that the markers tau in Javanese and - in - in Atayal are relative past tenses with existential semantics. We demonstrate that plausible alternative analyses are not tenable: these markers do not have pronominal tense semantics and they are not perfect aspects despite their salient ‘experiential’ interpretation. Further, we claim that a single language can possess both pronominal and existential tenses. Our diagnostics show that while tau and - in - are existential past tenses, Javanese and Atayal each also have a pronominal tense morpheme which is phonologically null and which pragmatically interacts with tau and - in -.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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