biochemical_sequence_alignment_pipelines.md

(Red‑zone draft)

Biochemical Sequence Alignment Pipelines#

These pipelines align DNA, RNA, or protein sequences using probabilistic models. They are essential but inference‑heavy and sensitive to algorithmic choices.

Dimensional Core (SET)#

• Spin: not relevant
• Elec: digital computation
• Temp: affects upstream chemistry, not alignment

Why Red‑Zone#

Alignment pipelines operate in a multi‑stage inference regime.
Scoring matrices, gap penalties, and heuristics strongly influence results. Small parameter changes can shift biological interpretations.

Regime Notes#

• pos‑regime: clean reads, high coverage
• Q‑regime: mixed populations, ambiguous reads
• neg‑regime: contamination, low‑quality data

Containment Notes#

Requires explicit notes on scoring models, heuristics, and read quality.