Mearsurment of functional near-infrared spectroscopy signals in distracted drivers v1
DOI: 10.17504/protocols.io.kcjcsun
archive: archived pipeline: cataloged verified
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Summary
The provided text is a protocol document describing the experimental procedure for measuring functional near-infrared spectroscopy (fNIRS) signals in distracted drivers, rather than a completed research report containing results or conclusions. Consequently, this document describes a study that has not yet been conducted in the context of this specific text, or serves as a methodological supplement to the cited manuscript. As per the instructions to skip project proposals, funding synopses, or documents describing studies that have not yet been conducted, and given that this text is explicitly labeled as a "Protocol" with a status of "Working" and contains no findings, data analysis, or discussion of results, the appropriate action is to skip the summary. SKIP
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| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | success | Crossref | — | — | 1 | 2026-08-09 |
| archive | success | canonical_url | — | — | 1 | 2026-08-09 |
| extract | success | cached | — | — | 3 | 2026-08-10 |
| clean | success | clean | — | — | 1 | 2026-08-09 |
| chunk | success | chunk | — | — | 1 | 2026-08-09 |
| embed | success | embed | Qwen/Qwen3-Embedding-8B | — | 1 | 2026-08-09 |
| enrich | failed | — | — | — | 2 | 2026-08-23 |
| promote | success | — | — | — | 1 | 2026-08-09 |
| summarize | success | llm | qwen3.6-27b-nvidia | summ-v5 | 2 | 2026-08-10 |
| tag | success | vector_similarity | — | — | 10 | 2026-08-11 |
| verify | success | — | — | — | 2 | 2026-08-10 |
Summary generated by qwen3.6-27b-nvidia on 2026-08-10; verification: verified.
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- Empirical Findings: physiological data
- Methodological Resource: measurement protocol, tool software