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Record W4361990584 · doi:10.57106/scientia.v12i1.146

Second Wind: Understanding How Academics from the Philippines Adjust to Retirement

2023· article· en· W4361990584 on OpenAlexaboutno aff
Noel Asiones

Bibliographic record

VenueScientia - The International Journal on the Liberal Arts · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicRetirement, Disability, and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsLife expectancyPromotion (chess)GerontologyPsychologyMeaning (existential)Face (sociological concept)SociologyRetirement ageSocial psychologyMedicinePolitical scienceSocial sciencePopulationDemographyPoliticsPension

Abstract

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This article aims to 1) explore how retired academics experienced work-to-retirement transition and 2) offer insights that can be applied in addressing its potential opportunities and challenges. Toward this end, we conducted face-to-face interviews with retirees (n=7) from a comprehensive private university in Manila, Philippines. The descriptive phenomenological method surfaced a general psychological meaning structure depicting the participants' collective work experiences to retirement transition. Moreover, it identified three distinct but interrelated elements of the retirement phenomenon: moving on, passing time, and coming on stage. This paper contributes and supports accumulated empirical knowledge on the work-to-retirement transition that can be helpful for individuals preparing for or transitioning into retirement.References
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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)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.477
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0010.000
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.411
GPT teacher head0.417
Teacher spread0.006 · 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.

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".

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Citations0
Published2023
Admission routes1
Has abstractyes

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Same venueScientia - The International Journal on the Liberal ArtsSame topicRetirement, Disability, and EmploymentFrench-language works237,207