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Record W7011514383

Middlesex County retirement system : financial statements : year ended December 31, 2008-2010

2011· book· en· W7011514383 on OpenAlexaboutno aff

Bibliographic record

VenueState Library's electronic repository (State Library of Massachusetts) · 2011
Typebook
Languageen
FieldComputer Science
TopicDiverse Interdisciplinary Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFinancial managementFinancial planQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

fund appropriations……………………………………… 3,520,303 --Other………………………………………………………………… 386,574 12,881 28,601 Capital assets, net of accumulated depreciation………………… 5,890,910 -76,231 Total assets……………………………………………………… 781,378,583 689,135,771 595,643,271 Liabilities Accounts payable…………………………………………………… (91,779) (51,813) (44,436) Other…………………………………………………………………… --(23,357) Total liabilities…………………………………………………… (91,779) (51,813) (67,793) Net assets available for pension benefits…………………… $ 781,286,804 $ 689,083,958 $ 595,575,478 Fund Balance Annuity Savings Fund…………………………………………………$ 348,880,771 $ 330,188,697 $ 311,392,432 Annuity Reserve Fund……………………………………………… 85,458,912 83,557,603 81,027,971 Special Military Service Credit Fund……………………………… 83,769 83,519 85,558 Pension Fund………………………………………………………… 3,050,928 10,917,653 12,795,681 Pension Reserve Fund……………………………………………… 343,812,424 264,336,486 190,273,836 Total fund balance………………………………………………$ 781,286,804 $ 689,083,958 $ 595,575,478 See notes to financial statements.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.112
Threshold uncertainty score0.271

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.006
Science and technology studies0.0020.000
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0810.068

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 head0.018
GPT teacher head0.244
Teacher spread0.226 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2011
Admission routes1
Has abstractno

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Same venueState Library's electronic repository (State Library of Massachusetts)Same topicDiverse Interdisciplinary Research StudiesFrench-language works237,207