The interpretation of Brazilian Portuguese bare singulars in neutral contexts
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Bibliographic record
Abstract
Abstract The interpretation of Bare Singular count nouns (henceforth BS nouns) has been at the center of much debate in the literature on countability in Brazilian Portuguese. In this paper, we ad- dress the question whether BS nouns may only be interpreted as mass nouns or as names of kinds, or whether they may also be interpreted as object denoting nouns. It is generally agreed that BS nouns can be interpreted as names of kinds. Furthermore, Beviláqua and Pires de Oliveira (2014) show that BS nouns are interpreted as mass nouns in contexts that favor a mass interpretation. However, the preferred interpretation of BS nouns in neutral contexts (i.e. contexts that favor neither a count nor a mass interpretation) has never been investigated experimentally. We present the results of two experiments, which show that speakers tend to interpret BS nouns as count nouns in neutral contexts.
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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 | 0.001 |
| 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