Albanian World-View: Co-Locativity as the Schematic Meaning of Albanian Verbal Prefix Bashke-
Why this work is in the frame
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Bibliographic record
Abstract
The traditional approach to verb prefixes is to consider them as bound morphemes without a real emphasis and analysis of their cognitive meaning. In this paper we use the concept schematic meaning which gathers verbs with different meaning while they share the same prefix. In our case, the Albanian bashke-prefix was chosen and its allomorph bashka-. In order to appreciate the schematic meaning concept and its application in the Albanian case, we considered the schematic meaning as the super-schema of bashke-prefix (co-prefix). This super-schema characterizes the metaphorical reading of the same prefix with different meaning which plays an important role in the semantics of abstract notions. This cognitive model helps to build a rather clear image of how the trajector and landmark inter-act as the basic units of spatial relations; the schematic brings about diverse meaning in a strict spatial frame-work.
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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 | 0.005 | 0.039 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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