A Never-Ending Story: Revisiting Requirements Major Misunderstandings
Bibliographic record
Abstract
A medalha mágica é central no romance de Michael End. Esta medalha mostra duas cobras mordendo uma à outra, em um enlace. A crença popular diz que o desenho da medalha mudou para o filme de Wolfgang Petersen, ressaltando, na imagem, uma sensação de infinito ainda maior. Essa medalha tornou-se um amuleto para os fãs da estória. Esse artigo irá brotar uma visão ampla no campo de requisitos, comparando-a à busca de Percival pelo cálice sagrado. Utilizando metáforas acadêmicas e da cultura popular o artigo afirma que a engenharia de requisitos é um processo educacional, que deve ser feito com transparência. Equívocos históricos sobre requisitos são revistos, armadilhas a serem evitadas são apontadas e novos caminhos a serem construídos são propostos.
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 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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.005 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 teacher head, 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".