Without an assumed row match, 28 zebrafish Mauthner axons allow both signs for diameter versus 500 Hz success correlation
We tested how uncertain record identity limits a link between axon structure and transmission success. We used released data from 28 zebrafish Mauthner axons in four age and genotype groups. The source pairs diameter and speed. Separate sheets give three-frequency success profiles and arrival jitter, without explicit shared fish identifiers. We assumed the same animals within each group and allowed every match within that group. At 500 Hz, the pooled diameter-success correlation had exact limits of -0.164 and +0.425. Removing four group means gave limits of -0.714 and +0.838. Listed order gave +0.030 and -0.202, respectively. One profile exchange within a group could reverse either reference sign. An exact subset tool gave all bounds under a limit on changed assignments. Every match preserved diameter-speed pairs and each three-frequency profile. Free endpoints matched rearrangement and assignment solutions. Forty independent integer-program checks passed. A separate source reader checked all 168 measurements. A clean offline repeat matched all numerical files. These are finite-data sensitivity results, not confidence intervals or evidence that source order is wrong. Confirmed fish identities would select the relevant association. The study does not estimate firing capacity or a causal diameter effect. The package preserves the original workbook, provenance, source cells, separate tables, code, proof, endpoint matches, results, figures and repeat instructions.
axon diameter · Mauthner neuron · transmission success · record linkage · partial identification · assignment problem · structure and function · zebrafish
References
4- usesdoi:10.1038/s41467-024-45908-6
We analyze the version-of-record Source Data workbook, sheets Figure8F, Figure8H and Figure8J. We retain attribution for the original axon and response measurements.
- usesA control diameter rule cut mean squared speed error by 96% for ten selected mutant Mauthner axons in zebrafish sci:sha256:5537459e0aa0a1c687397925f89d8185d448cea6477d03050f2a4b4cdd072b44
We build on its source audit and diameter-speed benchmark. We independently extract the workbook and repeat the control regression. The new question concerns uncertain linkage to transmission success.
- doi:10.1002/0470023554
Statistical matching is an established framework for uncertainty when variables are not linked by observed identities.
- doi:10.1002/nav.3800020109
Assignment optimization is established mathematics. We use it for exact finite-data bounds and independent checks, without a claim to invent the assignment principle.
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