P2 pillar means rose from 1.3 to 2.7 between two successive unmatched teams on the same sponsor problem¶
Claim · All claims
Evidence · 1 study · designr2·q1
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2029: local conditions change quickly
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q1 i? In the RSG continuation project, the P2 (cyber-physical systems) pillar mean was 1.3 for the Fall 2024 team and 2.7 for the Fall 2025 team, with no formal significance test reported. → Smith 2026
Evidence¶
Smith 2026¶
Smith, Dalton Ross; Whittington, Wilburn; Martinez, Alejandro; Duncan, Aidan; Li, Gang. (2026). A Conceptual Framework for Enhancing Workforce Readiness for Smart Manufacturing in the AI Era. https://arxiv.org/abs/2608.11540 doi:10.48550/arxiv.2608.11540
q1 · i? · design · r2
Retrospective rubric scoring of two independent four-to-five-member senior teams on the same sponsor problem in successive cycles. The paper states the values "compare the two cohorts on a common rubric but do not amount to measuring the same people before and after".
"The P2 pillar mean was 1.3 for the Fall 2024 team (n= 4; range1–2) and 2.7 for the Fall 2025 team (n= 5; range2–3)."
Discussion¶
Related Claims¶
- The no-thin-pillar rule was diagnostically informative in three of four cases and the binding constraint in one — related
- The WRL rubric transferred unchanged across four industry sectors, with research- and industry-mentored capstones yielding broadly comparable pillar profiles — related
- Advancement to WRL 7 was observed only after industry-embedded exposure, not additional coursework — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
case3-p2-pillar-mean-rose-between-cohorts |
title |
P2 pillar means rose from 1.3 to 2.7 between two successive unmatched teams on the same sponsor problem |
description |
P2 pillar means rose from 1.3 to 2.7 between two successive unmatched teams on the same sponsor problem |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
recheck_by |
2029 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — smith-2026 |
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