Eksplorasi Metafora Keburukan Israel Berdasarkan Hosea 7 Sebagai Retrospeksi Spiritualitas Umat
Bibliographic record
Abstract
This article explores the metaphor of Israel's ugliness in Hosea 7 as a retrospective of the people's spirituality. This research is motivated by the need for more research that comprehensively discusses the metaphors of Hosea 7. Some studies only discuss one or two metaphors from the four metaphors described by Hosea 7. The method used is thematic analysis modeling. In the study, the author will pay attention to the interconnectedness of the text in the context of Hosea 7 and the book of Hosea as a whole through the lens of metaphor. The study found that the metaphor refers to the wickedness and sin committed by Israel. It is related to adultery and power; her identity has become blurred and contaminated with other nations; they joined the nations to gather strength rather than relying on God and have worshipped idols. The exploration of metaphors in Hosea 7 is a retrospective study of people's spirituality. Learning from Israel's ugliness enables retrospection so as not to repeat the same mistakes and make the people more attached to God.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".