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Record W4407610572 · doi:10.1002/ltl.20876

FROM FRONTLINES TO BOARDROOMS: LESSONS IN LEADERSHIP AND INNOVATION FROM UNDER THE MANGO TREE

2025· article· en· W4407610572 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueLeader to Leader · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicBusiness Strategies and Innovation
Canadian institutionsnot available
Fundersnot available
KeywordsTree (set theory)Business

Abstract

fetched live from OpenAlex

Abstract The authors (Bartkus, Professor Emerita at the University of Notre Dame; and Block, the George M. Cormie Chair of Management in the Alberta School of Business) write about the applicability of lessons learned in war zones and other extreme environments for today’s business challenges. Dr. Bartkus “founded the Business on the Frontlines Program seeking to harness the dynamism of business in rebuilding societies ravaged by conflict and deep poverty.” Case studies are provided, “from the dusty roads of Uganda to the high‐stakes vaccine distribution efforts of J&J,” during the COVID‐19 pandemic. The authors contend that they “uncover a universal truth about leadership: the most powerful innovations often emerge from the most challenging environments. Whether facing armed middlemen or vaccine skepticism, leaders who can adapt frontline strategies to their unique contexts gain a critical edge in our increasingly complex and interconnected world.” The lessons include, in their words, Map the Entire Landscape and Follow the Money , Build Unconventional Partnerships , Fail fast and forward , and Get Your Boots Dirty . They believe that “effective leaders in challenging environments must look beyond traditional partners and stakeholders. This often means overlooking salient differences and digging deeper to understand the motivations and needs of all parties, including potential adversaries.”

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.612
Threshold uncertainty score0.953

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.096
GPT teacher head0.292
Teacher spread0.196 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it