114 to 9: What a Live Leaderboard Teaches You About Contributor Screening at Scale

Reframes contributor screening drop-off as precision filtering. Introduces the funnel of intent, applies ANT translation tracing, boundary object analysis, and meritocracy critique. Three falsifiable propositions and a four-stage maturity model for funnel design. Score: 9.04/10.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-16
DOI
https://doi.org/10.5281/zenodo.19602339
Primary Topic
Psychometric Methodologies and Testing
Type
article
Field-Weighted Citation Impact
0.00
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article

114 to 9: What a Live Leaderboard Teaches You About Contributor Screening at Scale

Nicolas Waern
Zenodo (CERN European Organization for Nuclear Research)
Psychometric Methodologies and Testing
article

114 to 9: What a Live Leaderboard Teaches You About Contributor Screening at Scale

Nicolas Waern
article en

Abstract

Reframes contributor screening drop-off as precision filtering. Introduces the funnel of intent, applies ANT translation tracing, boundary object analysis, and meritocracy critique. Three falsifiable propositions and a four-stage maturity model for funnel design. Score: 9.04/10.

Zenodo (CERN European Organization for Nuclear Research)
Association of British Orchestras (GB)
Openalex Percentile: Top 13%
Psychometric Methodologies and Testing
DOIOpen Access PDFOpenAlex
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114 to 9: What a Live Leaderboard Teaches You About Contributor Screening at Scale — Nicolas Waern · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS