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Record W3185237573 · doi:10.4324/9781003421948

Targeting the Powerful

2023· book· en· W3185237573 on OpenAlexaboutno aff
Vanessa Hack

Bibliographic record

Venuenot available
Typebook
Languageen
FieldBusiness, Management and Accounting
TopicLeadership and Management in Organizations
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceComputational biologyBiology

Abstract

fetched live from OpenAlex

If your organisation wants to tap into the wealth and influence of the rich and powerful, you need to know as much about them as possible. Prospect research, already used by fund-raisers with considerable success in the USA to target key people, can make all the difference to the success or failure of your initial approach. Targeting the powerful: international prospect research is a highly practical guide to prospect research, written by a leading expert. It explains how to conduct in-depth research into a person, company or charitable foundation, and how to use the information to recommend a line of approach most likely to succeed. Contents:What is prospect research?; Setting up a prospect research department; Online, CD-ROM, the Internet or paper? Ethics, security and confidentiality; Day to day questions; Finding the prospects; Marketing your organisation to the prospect; People; Company information; Foundations and trusts; International comparisons; A report on a new country; General sources for a new country; Specific international resources; The United Kingdom; Western Europe and Scandinavia; Central and Eastern Europe; Asia-Pacific; The United States; Canada; The rest of the world; Addresses; Index.

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.

How this classification was reachedexpand

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.232
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.040

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 head0.024
GPT teacher head0.213
Teacher spread0.189 · 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

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

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