A finding held until someone re-ran it. What looked like a clear effect in the first pass shrank to noise on clean re-measurement, and the write-up came down with it. The measurements were clean. Around them, the method was built to generate findings; catching one that would fail to reproduce on a second pass was outside its scope.
That gap has a fix. Research has a repeatable structure, and most of the scaffolding — frontier mapping, gap analysis, methodology design, pipeline instrumentation, controlled comparison, findings with stated uncertainty — is work Claude can carry. This book teaches that structure end to end, with Claude driving the procedural work and the researcher making the judgment calls.
Each chapter pairs a real research failure with a working artifact; the chapter is the method step between them. The artifacts accumulate: a frontier map of the field, a gap analysis that locates the unanswered question, a methodology specification with a coding scheme, a measurement pipeline where every step from raw signal to result is traceable, a before-and-after comparison that controls for confounds, a findings document with quantified uncertainty, a claim-verifier that recomputes every stated number from source data, and a research record that bundles the full chain for handoff or audit.
The claim-verifier is the spine. A number that can be recomputed from the data ships. One that traces only to the researcher's memory of how they arrived at it waits.
The worked example runs through a longitudinal acoustic measurement study — concrete enough to follow, general enough to transfer. Every pattern applies to any empirical domain; the subject stays in the background where it belongs.
By the last page, there is a working method with its full tool chain and a research record structured so any collaborator can pick it up and arrive at the same place.
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Taschenbuch. Zustand: Neu. Neuware - A finding held until someone re-ran it. What looked like a clear effect in the first pass shrank to noise on clean re-measurement, and the write-up came down with it. The measurements were clean. Around them, the method was built to generate findings; catching one that would fail to reproduce on a second pass was outside its scope. That gap has a fix. Research has a repeatable structure, and most of the scaffolding - frontier mapping, gap analysis, methodology design, pipeline instrumentation, controlled comparison, findings with stated uncertainty - is work Claude can carry. This book teaches that structure end to end, with Claude driving the procedural work and the researcher making the judgment calls. Each chapter pairs a real research failure with a working artifact; the chapter is the method step between them. The artifacts accumulate: a frontier map of the field, a gap analysis that locates the unanswered question, a methodology specification with a coding scheme, a measurement pipeline where every step from raw signal to result is traceable, a before-and-after comparison that controls for confounds, a findings document with quantified uncertainty, a claim-verifier that recomputes every stated number from source data, and a research record that bundles the full chain for handoff or audit. The claim-verifier is the spine. A number that can be recomputed from the data ships. One that traces only to the researcher's memory of how they arrived at it waits. The worked example runs through a longitudinal acoustic measurement study - concrete enough to follow, general enough to transfer. Every pattern applies to any empirical domain; the subject stays in the background where it belongs. By the last page, there is a working method with its full tool chain and a research record structured so any collaborator can pick it up and arrive at the same place. Artikel-Nr. 9798181983731
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