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This study examines how classroom assessments employing open-ended items can attend to scoring reliability in a manner both instructionally supportive and validity enhancing. The approach is implemented for a classroom-focused, math assessment. Data from human-scored student responses are analyzed, with implications for construct validity and score reliability discussed.