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.
Bibliographic record
Abstract
Purpose – The purpose of this paper is to determine how the unprecedented developments in information and communications technologies now permit a variety of forms of remote working and the subsequent shifting of spatial and temporal boundaries between home, office and city. It examines the changing context within which knowledge-based work is conducted with the specific objective of understanding how the blurring of the distinction between the domains of “work” and “leisure” is influencing the notion of workplace culture. It offers a framework that organizes the key issues in a legible form. Design/methodology/approach – The paper draws on concepts, theories and ideas in workplace, information and communications technology and green building literature and restructures them to formulate an emerging set of key issues, trends and relationships. Findings – The paper identifies possible implications for both the changing nature of the workplace in current green building practice and understanding the notion of workplace within different national cultural contexts. It outlines implications for employees, employers and facilities managers. Research limitations/implications – The work represents an initial attempt to bridge across issues not immediately evident in several bodies of literature. While several other issues may also have bearing on the work, the findings with regards to the blurring of work and leisure have significant theoretical and practical implications. Practical implications – As the “workplace” now embraces a wide range of possibilities that extend beyond the domain of the “office” to the home and to a host of “hot-spots” in public venues available within the city, the broader framing has significant consequence for comfort provisioning and other services in the office buildings and facilities management. Originality/value – The paper’s originality derives from emphasizing the potential positive and negative consequences for employers, employees and facilities managers associated with the blurring of work and leisure.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it