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4. Confidence: Assign a confidence score (0-100) based on how clearly the data points to the decision.
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# Confidence Scoring Guide (CRITICAL)
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Assign the 'confidence' score based on these rules:
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- 80-100: When Financials are strong AND News Context clearly supports the trend.
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- 50-79: When Financials are stable but News is neutral or missing.
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- 10-49: When Financials and News contradict each other.
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- 1-9: Reserved ONLY for extreme data corruption.
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- NEVER output 0 unless the data is completely unreadable. Even a weak guess should be at least 10.
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# Strict Constraints
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