Crashes Involving Animals: Prevalence and Characteristics
archive: archived pipeline: cataloged
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Abstract
The purpose of the project is to provide current national statistics on crashes in which vehicles strike or are struck by large animals or crash after attempting to avoid animals; injuries and fatalities involving animal crashes will also be examined. Additionally, a deeper examination of some of the prevailing factors will be explored to provide a comprehensive understanding of this issue and information that can be used to educate motorists to reduce their risk.
Provenance
The full processing record for this entry. Every stage of this paper's journey through the pipeline is logged — what ran, with which tool and model, how many attempts it took, and when it last completed.
| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | success | AAA Foundation for Traffic Safety | — | — | 1 | 2026-06-18 |
| archive | success | canonical_url | — | — | 1 | 2026-06-25 |
| extract | success | cached | — | — | 87 | 2026-07-02 |
| clean | success | clean | — | — | 1 | 2026-06-26 |
| chunk | success | chunk | — | — | 1 | 2026-06-26 |
| embed | success | embed | Qwen/Qwen3-Embedding-8B | — | 1 | 2026-06-26 |
| enrich | skipped | — | — | — | 1 | 2026-06-26 |
| promote | success | — | — | — | 1 | 2026-06-18 |
| summarize | skipped | llm | qwen3.6-27b-nvidia | summ-v5 | 86 | 2026-07-02 |
| tag | success | vector_similarity | — | — | 11 | 2026-06-26 |
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Information type
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- Empirical Findings: crash risk outcomes
- Methodological Resource: dataset resource