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@@ -146,7 +146,6 @@ class QuestionDifficultyCalibrationService
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$types = array_values(array_unique(array_values($questionTypeByQid)));
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$baselines = $this->buildGlobalBaselines($types);
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- $healthScaleByType = [];
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$now = now();
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$upserts = [];
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@@ -179,10 +178,8 @@ class QuestionDifficultyCalibrationService
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$questionType = $questionTypeByQid[$canonicalQid] ?? ($questionTypeByQid[$qid] ?? 'unknown');
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$baselineErr = $this->resolveBaselineErrorRate($questionType, $paperDifficultyCategory, $baselines);
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- if (! isset($healthScaleByType[$questionType])) {
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- $healthScaleByType[$questionType] = $this->getHealthScaleForType($questionType);
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- }
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- $healthScale = (float) $healthScaleByType[$questionType];
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+ // 不丢弃任何校准样本；仅关闭在线健康监控的 JSON 扫描，避免异步校准长时间占用队列。
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+ $healthScale = 1.0;
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$estimate = $this->estimateOnlineBySingleOutcome(
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$originalDifficulty,
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