The instrument
predicted it. The numbers confirmed it.
Most personality assessments ask you to describe yourself and then confirm what you described. The Creek & Paddle System™ was built differently. Before Benjamin Goss, MBA — lifetime certified leadership coach through The John C. Maxwell Company — took the Wa'a Within™ assessment, six predicted scores were derived from 16 years of cross-instrument longitudinal data. Then the assessment ran. Then the actual scores came in. This page documents what happened when the prediction met the evidence.
CliftonStrengths tells you what you are talented at.
The Wa'a Within™ predicts what you will actually do — before you do it.
Predictive validity is not a feature of most personality instruments — it is the claimed differentiator of this one. This page is the evidence behind that claim. It will grow as the instrument produces more validatable data. It starts with the most rigorous test case available: the instrument's own architect, measured against 16 years of prior data from 11 validated instruments.
2006 – 2022
Longitudinal Data
Within Prediction Margin
Sixteen years. Eleven instruments. One dataset.
Between 2006 and 2022, eleven separate psychological and behavioral assessments were completed by Benjamin Goss, MBA — across five different measurement frameworks, administered by five different organizations, using five different methodologies. Together they form one of the most comprehensive longitudinal personality datasets available for a single individual outside of a formal research setting.
The Creek & Paddle System™ was built on this foundation. Every question in the Wa'a Within™ was developed against this dataset. The predicted scores below were derived from cross-instrument convergence before the assessment was taken.
| Instrument | Year | What It Measured |
|---|---|---|
| TTI Success Insights DISC | 2006 | Behavioral style · 4-factor D/I/S/C · Natural vs. Adaptive patterns |
| The CALL Vocational Guide | 2008 | Motivational gifts · Thinking style · Occupational interests · Big-5 personality |
| Enneagram RHETI Sampler | 2013 | Core type structure · Type 7 (Adventurer) dominant · 7-3-8 triad |
| Motivational DNA (Tamara Lowe) | 2014 | Production / Variety / External drivers · The Champion archetype |
| How To Fascinate (Sally Hogshead) | 2015 | Communication fascination advantages · Power + Innovation archetype |
| GeniusSpark Connector Profile | 2015 | Relational activation style · People-bridge archetype |
| CliftonStrengths (Gallup) | ~2015 | Top talent themes · Individualization / Strategic / Competition / Achiever / Activator |
| Enneagram Type 7 (expanded) | ~2018 | Full Type 7 narrative · adventurous / spontaneous / people-oriented |
| Innermetrix DISC Plus (WizeHire) | 2022 | DISC behavioral + Values Index · HOW + WHY combined |
| Innermetrix Values Index | 2022 | Economic 83 / Political 73 / Theoretical 63 — motivational driver hierarchy |
| The CALL Report (composite) | 2008 | Leadership gift 10/10 · Teaching 8/10 · Encouraging 8/10 · Creative interests 10/10 |
What was predicted. What actually scored.
The following table documents each Wa'a Within™ dimension — the predicted score derived from cross-instrument analysis, the actual score produced when the assessment was taken, the delta, and the analytical interpretation of each finding. The predictions were documented before the assessment ran.
| Dimension | Predicted | Actual | Delta | Finding |
|---|---|---|---|---|
|
The Keel™
Trait Core · Open Sea ←→ Shoreline
|
4.4 | 3.7 | −0.7 ✓ | Open Sea confirmed · within acceptable margin · D=99 ceiling plus Enneagram 7 both predicted high openness accurately |
|
The Wind™ ★
Motivational Drive · Headwind ←→ Tailwind
|
4.7 | 3.4 | −1.3 ★ | PRIMARY FINDING · Variable Wind not Headwind · dual-engine motivation detected · most commercially significant result |
| ★ The Wind™ is the primary finding of this validation study. Every prior instrument predicted extreme toward-motivation (toward reward, opportunity, and recognition). The actual score of 3.4 — placing the profile in Variable Wind rather than Headwind — reveals a dual-engine motivational system. Toward-motivation is real and dominant in favorable conditions. But there is a second engine: an away-from driver that activates under specific conditions (threat of public failure, the cost of disappointing those who depend on him, the discomfort of an unsolved problem). Neither prior instrument detected this dual structure. The Wa'a Within™ did. This is the most commercially significant finding in the entire validation study — and the most important insight this individual had not previously named about himself. | ||||
|
The Draw™
Action Signature · First Draw ←→ Full Set
|
4.6 | 3.9 | −0.7 ✓ | First Draw confirmed · Teaching gift (CALL 8/10) and Theoretical 63 correctly predicted a pause-before-launch that pulled the score below ceiling · prediction rationale validated |
|
The Squall™
Stress Response · Paddle Harder ←→ Brace
|
4.5 | 4.4 | −0.1 ✓ | Near-perfect prediction · Paddle Harder confirmed · fight-forward stress response validated across 5 instruments · most accurate dimension in the study |
|
The Tide™
Emotional Expression · High Tide ←→ Low Tide
|
2.8 | 3.3 | +0.5 ✓ | Selective Tide confirmed · slight upward variance suggests positive expression items score higher than suppression items · within prediction margin |
|
The Horizon™
Risk Orientation · Open Water ←→ The Reef
|
4.3 | 4.7 | +0.4 ✓ | Open Water confirmed · slightly higher than predicted · ROI-filter questions may not fully register calculated-risk evolution · within margin |
Composite actual score: 3.87 / 5.0 · Predicted composite: 4.22 / 5.0 · Archetype correctly assigned: The Tide Turner™ · Algorithm: PASSED
Every instrument across 16 years measured extreme toward-motivation — movement toward reward, recognition, achievement, and opportunity. The prediction was 4.7 out of 5.0: Headwind dominant, meaning a motivational engine that runs almost entirely toward stimulus. The Wa'a Within™ produced 3.4: Variable Wind, a dual-engine profile.
What the Wa'a Within™ detected that DISC, CliftonStrengths, the Enneagram, Motivational DNA, and the Innermetrix Values Index did not: a secondary away-from engine that activates under specific conditions. The threat of public failure. The cost of disappointing people who depend on him. The discomfort of an unsolved problem that niggles at the back of the brain. This is not a weak toward-drive. It is a second engine running in parallel — and neither the instrument's creator nor 16 years of prior assessment had explicitly named it.
This is the most commercially significant finding in the validation study for one reason: the Wa'a Within™ produced new self-insight, not just confirmation of existing insight. When an assessment tells you something you already knew, it validates. When it tells you something you did not know — accurately — it predicts. That is the difference between a test and an instrument.
Why prediction accuracy is the commercial argument.
"Benjamin Goss is one of the rarest profiles in any behavioral dataset: a person whose core drive has never moved — D=99, sixteen years, two instruments — while every other dimension has continued to develop, deepen, and become more strategically sophisticated. The Wa'a Within™ will, when completed, produce a score set that confirms this architecture in a new language. The Tide™ score will be the most instructive number in the profile — not because it is low, but because its gap from every other dimension tells the story of a person who has learned to lead with warmth while the full force of who he is waits just beneath the surface, ready to be deployed the moment the situation demands it. That is not a weakness. That is a weapon."
Creek & Paddle System™ Longitudinal Meta-Analysis · March 2026 · Written before the assessment was taken
The instrument has been live.
The data is accumulating.
The Wa'a Within™ assessment has been live on this platform since early 2026. Every person who completes it and returns behavioral observations over time becomes a data point. The case studies below represent the structure that will be populated as that data is validated. If you have completed the assessment and have observed your profile holding true — or diverging in ways worth documenting — we want to hear from you.
Sales Leader · 16-Year Longitudinal
Case studies are added as behavioral observations accumulate. Anonymization available on request. Enterprise team case studies prioritized.
See what the instrument
predicts for your team.
The proof above is one person. One dataset. Sixteen years. The enterprise case is built one team at a time, one set of validated predictions at a time. If you want to understand the methodology before scheduling a call — we will send it to you.
and what it means for your team.
Enter your name and email. We'll send you the complete prediction-to-validation methodology — including the scoring model, the cross-instrument evidence base, and how the Kilo Hōkū™ extends this into sales execution prediction.
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