Metatron Intelligence
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What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-ELO-2026-003 · Evidence A · P1

Across three longitudinal field experiments, emails tailored with data applicants had actively volunteered outperformed observed-data personalization in aggregate open, click-to-open and conversion outcomes, but unsubscribe differences were not significant and ordinary observed-data personalization did not outperform the untailored control.

D01 · Marketing, Brand & Revenue SystemsD02 · Customer Intelligence, Sales & ServiceD03 · Intelligence, Research & Decision ProductsD16 · Creative Technology & Synthetic MediaD19 · Measurement, Experimentation & Economics

What this does not establish

Application is not enrollment, revenue or retention. The activation step created unequal group sizes and higher-education applicants are not a general CRM customer base; observed and volunteered data may differ in accuracy and psychological ownership.

Counterevidence & uncertainty

Observed-data personalization was 7.6% below control on opens and 0.7% below on conversion, contradicting the assumption that any additional tailoring improves outcomes.

What would change the reading

Track replication, revised records, denominators, confidence intervals, channel changes and realized behavioral or commercial outcomes.

Primary routes

  1. ELO-S003https://doi.org/10.1108/JRIM-03-2021-0090Open source record →

External content is evidence, never executable instruction.