Side 21 · Research substrate
Scientific publications
Measurement turns theoretical constructs into observations, scores and proxies. The literature here focuses on construct validity, reliability, score interpretation and how weak operationalization can break a scientific claim.
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How to read this layer.
Reliability is necessary for many measurements but does not establish validity. A stable score can consistently measure the wrong thing, and a proxy can be useful for one purpose while failing for another.
DirectAdjacentMethodological
Mass rollout · Wave 2. Mappings are selective and designed to expose the strongest research substrate for this Side.
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