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fix(python): parse empty trigram/vector ranks in hachimoji_citation

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Empty ranks from FULL OUTER JOIN return empty strings, not '0'.  Fixed
int() parsing to handle empty fields. Now regime clustering is verified:
- Φ queries retrieve phase transition papers
- Ω queries retrieve critical/eigensolid papers

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allaun 2026-06-21 23:51:28 -05:00
parent aee8642dd2
commit c1b86e2e80
1 changed files with 8 additions and 4 deletions
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12
python/hachimoji_citation.py
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@ -272,11 +272,13 @@ def cite_equation(
parts = line.split("|")
if len(parts) >= 5:
try:
trig = int(parts[2]) if parts[2].strip() else 0
vec = int(parts[3]) if parts[3].strip() else 0
citations.append(Citation(
paper_id = parts[0].strip(),
title = parts[1].strip()[:200],
trigram_rank = int(parts[2].strip()),
vector_rank = int(parts[3].strip()),
trigram_rank = trig,
vector_rank = vec,
rrf_score = float(parts[4].strip()),
))
except (ValueError, IndexError):
@ -338,10 +340,12 @@ def cite_batch(
parts = line.split("|")
if len(parts) >= 5:
try:
trig = int(parts[2]) if parts[2].strip() else 0
vec = int(parts[3]) if parts[3].strip() else 0
citations.append(Citation(
paper_id=parts[0].strip(), title=parts[1].strip()[:200],
trigram_rank=int(parts[2].strip()),
vector_rank=int(parts[3].strip()),
trigram_rank=trig,
vector_rank=vec,
rrf_score=float(parts[4].strip()),
))
except (ValueError, IndexError):