MétaCan
Menu
Back to cohort
Record W3020917308 · doi:10.1080/1359432x.2020.1737219

Charting directions for a new research era: addressing gaps and advancing scholarship in the study of psychological contracts

2020· article· en· W3020917308 on OpenAlexaff
Sarah Bankins, Yannick Griep, Samantha D. Hansen

Bibliographic record

VenueEuropean Journal of Work and Organizational Psychology · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Finance and Governance
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsScholarshipPsychological contractConstruct (python library)Context (archaeology)SociologyWork (physics)Psychological researchChartPublic relationsPsychologyEngineering ethicsPolitical scienceSocial psychologyComputer scienceEngineeringHistoryLaw

Abstract

fetched live from OpenAlex

The nature of work and the contexts in which firms operate have changed significantly in the many decades since the study of psychological contracts (PCs) at work began in earnest. These changes have altered the contours of the traditional employer-employee relationship and are key motivators of this Special Issue. We seek to chart new directions for PC research over the next decade by widening the theoretical and methodological lenses used to explore PC processes. In the introductory editorial we briefly outline the PC construct, overview the collected papers, and discuss the next exciting wave of PC research (exploring PC dynamics, PC counterparties, and the PC context) inspired by this collection.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.221

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.150
GPT teacher head0.365
Teacher spread0.215 · 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 designObservational
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

Citations32
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueEuropean Journal of Work and Organizational PsychologySame topicCorporate Finance and GovernanceFrench-language works237,207