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Restore case-sensitive-column-trap solution; sync benchmark tasks/skills
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from __future__ import annotations
TYPE_WEIGHT = {
"randomized_controlled_trial": 5,
"research_report": 4,
"energy_report": 4,
"market_forecast": 3,
"official_report": 4,
}
def quality_score(source: dict, *, current_year: int = 2026) -> float:
year = int(source.get("year") or current_year)
recency = max(0, 5 - max(0, current_year - year))
return TYPE_WEIGHT.get(source.get("source_type", "unknown"), 1) + recency / 5