Corrections remain visible; resolved errors are not silently erased from the scholarly record.
Resolved in Revision 1.2. The multilevel ontology is retained, but explicit dimensional reduction, construct selection, regularization, hierarchical pooling, out-of-sample selection, and identifiability tests are now required.
Resolved in Revision 1.2. The fractional expression is now the unbounded raw index S-tilde; a declared logistic or other monotone squashing function maps it to bounded S.
Resolved in Revision 1.2. The derivative of the measurement identity is distinguished from a separately estimated discrete-time transition model; the former follows the chain rule.
Resolved in Revision 1.2. A versioned observation–state–update loop now connects streaming observations, latent-state estimation, drift detection, model updating, validation, and rollback.
Give the exact file, Academic Revision 1.2, section, page where applicable, and stable quotation or equation.
Describe the error, conflicting evidence, reproducible calculation, counterexample, or translation divergence.
State relevant expertise, affiliation, funding, competing interests, confidentiality, and preferred attribution.
Email research@civilizationsci.org with subject: [Framework Erratum] Revision 1.2 / section. Receipt does not imply acceptance.
