Lexico-Semantic Interpretation of Pentecostal Church Posters
Bibliographic record
Abstract
This paper examines the lexico-semantic choices in the Pentecostal church posters. The researcher attempts to approach the interpretation of the Christian posters from the stylistic view point. Its meaning was made explicit using the tool of linguistics. It is a known fact, that stylistics is beneficial to both the teachers and students. Using M.A.K Halliday’s Systemic Functional Grammar, as the analytical framework, this paper, examines the lexical semantic choices in the Pentecostal church posters.Pentecostal church posters happen to be one of the several media of advertisement employed by the churches to disseminate information about the churches’ events to the audience/passers-by. Previous studies on the language of advertisements are concerned with the themes of commercial and political posters while the others looked at the elements of pragmatics such as speech acts and implicature etc. This paper reveals that the construction of posters (texts) is a linguistically conscious activity.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".