The Mobilization of the Formal Normative Rules in an Educational Institution: A Sociological Study in Portugal
Bibliographic record
Abstract
The formal dimension can greatly condition the operation of an organization. The present article aims to study the mobilization of organizations’ formal structures within educational institutions. To achieve this goal, I analyze the situations between 1858 and 1913 in which the bylaws and/or regulations of the Disadvantaged Children’s Shelter of Horta (Asilo de Infância Desvalida da Horta-AIDH), the Azores, Portugal, are explicitly noted with different chairmen and administrations through documents found in the organization’s archives. We find that these formal instruments are mobilized not only by the chairman and the administration but also by the governance, whether to justify the shelter’s operation, legitimize decisions already made, or refer to the importance of these formal official normative guidelines. As a result, we find that this formal dimension is of the utmost importance, not only as a potential guiding framework but also for legitimizing action, even though it does not necessarily reflect the operations of an organization.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.010 | 0.015 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".