MétaCan
Menu
Back to cohort
Record W4411656723 · doi:10.51847/g6ljoilrm2

10.51847/G6LjoIlRm2

2000· article· en· W4411656723 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueTime to knit · 2000
Typearticle
Languageen
FieldPsychology
TopicHuman Resource Development and Performance Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsGlobalizationPsychologyBusinessPolitical scienceDevelopmental psychologyLaw

Abstract

fetched live from OpenAlex

Today, change is an inevitable reality and is one of the important issues that small and large organizations are facing it Also as a certain factor in human resource management is accepted Sometimes change is imposed on the organization and or that organization in order to respond to the environment or due to internal need accepts it, Currently, the areas in which create the strongest pressure for change in organization are; People, technology, information, communication, competition and social trends.On the other hand, globalization and cultural development are two paradigm which each in their turn contain mentioned factors and are considered a strong incentive to change various aspects of organization And organizations also have to deal with them regularly managers that are in top of pyramid of decision-making in organizations As the most important factor to determine the method of dealing with these phenomena are the center of attention Thus, The purpose of this study, is gathering information, assessment and recognition of the Institute for the Intellectual Development of Children and Young Adults 1 managers of globalization and cultural development.The research method is descriptive.Management performance are recognized and on the basis of indicators of globalization and cultural development questions in the questionnaire were designed and distributed Then results were obtained using spss software.On this basis between evaluating the performance of Center for Intellectual Development managers with globalization and cultural development there is significant but weak relationship and this organization has not had much success in the face of this paradigm.

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.

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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.864
Threshold uncertainty score0.401

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)1.0000.999

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 head0.019
GPT teacher head0.256
Teacher spread0.238 · 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