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Studio operations evidenceA research brief on linking equipment maintenance downtime to class-capacity evidence without overstating utilization or safety conclusions.
Studio operations evidenceA bounded, source-led examination of what class-capacity and waitlist records can show about demand, including measurement method, evidence limits, and practical record boundaries.
Studio operations evidenceA bounded, source-led examination of what lead-source attribution records can measure, including measurement method, evidence limits, and practical record boundaries.