Campaign — One letter sent by 10 or more people, copied or lightly reworded. One of 119 submissions in its group. See the letter, its submissions and topics.
In short: The comment establishes that the Appalachian Trail's southern terminus and 201 miles of its length are located within inventoried roadless areas, and that the Forest Service's analysis recognizes rescission would lead to habitat fragmentation, water resource impacts, and reduced recreation opportunities.
Scored as the letter — The shared letter of a family, scored once for everyone who sent it.
Each dimension is scored 0–3; the eight sum to the substance score out of 24.
A3 weak: Substantive, but easier to set aside.
Owed an answer on Evidence.
Shaded passages are the ones the analysis quoted as evidence for a dimension: EvidenceLegal
These results are meant to be shared.
How it works. A large language model (an open-weight Qwen3.8 model) reads each substantive comment and copies, word for word, the passages that carry its analytical gap, evidence, request, alternative and connection to the place; it returns no scores. Code grades those passages 0–3 on eight dimensions — evidence, legal grounding, engagement with the environmental analysis, analytical gaps, alternatives, specific requests, position, and local knowledge — with legal grounding taken from a citation scan, not the model. For the strongest tenth on each side, the copied passages are checked against the comment and shown as exhibits. A comment counts as “substantive” when it clears a floor filter — it must show at least one substantive signal (a named entity, a specific citation, a stated analytical deficiency, or first-person testimony), which screens out one-line and purely conclusory submissions before any model scoring.
The full method. Every step, why it is done that way, its known limits and a glossary: Methodologies →
The data. The full canonical dataset — every comment on Docket FS-2025-0001 — is available from Regulations.gov: https://www.regulations.gov/bulkdownload.
Roadless.org — analysis of the public comment docket.
Media inquiries welcome — nicholas@wanderingnature.com.
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