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Record W3083863897 · doi:10.1021/cen-09834-acsnews5

For District III director: Lynne P. Greenblatt

2020· article· en· W3083863897 on OpenAlexaboutno aff
Lynne Greenblatt

Bibliographic record

VenueC&EN Global Enterprise · 2020
Typearticle
Languageen
FieldEnvironmental Science
TopicChemistry and Chemical Engineering
Canadian institutionsnot available
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

Phare View Concepts Incorporated, Canada (retired). Rutgers University, BA Chemistry, 1973. ACS Fellow, 2011. Phare View Concepts Incorporated, principal, 2010–18 (retired); Pfizer, principal research scientist 2010 (retired); Wyeth Research, principal research scientist, 1984–2010. International Activities Committee, 2019–21, committee associate, 2017–18; Council Policy Committee, 2015–16, bylaw councilor, 2016, (voting), 2015–16, (nonvoting), 2010; Committee on Economic and Professional Affairs, 2005–10, chair, 2010, committee associate, 2004; Committee on Chemistry and Public Affairs, committee associate, 2011–14; Board of Trustees, Group Insurance Plans for ACS Members, 2013–21. ACS Fellows Oversight Committee, 2018–20, chair; ACS Leadership Advisory Board, 2013–19. Professional Relations Division: councilor, 2013–15, Member-at-Large 2007–10, International Chemists subdivision chair, 2018–19; councilor, 2003–11. Member of ACS since 1991. ACS Division of Professional Relations. ACS career consultant, 2011–; facilitator, ACS Career Workshops, 2012–; facilitator, ACS Leadership Course “Leading Change,” 2007–. Greenblatt’s statement . The world is undergoing rapid changes, moving into uncharted territory. ACS has an unprecedented

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.470
Threshold uncertainty score0.811

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.005
GPT teacher head0.204
Teacher spread0.199 · 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; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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

Citations0
Published2020
Admission routes1
Has abstractyes

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