Portal web para consulta de información y trámites de socios de asociaciones sin ánimo de lucro
Bibliographic record
Abstract
The objective of this project is to specify, design, develop and validate a web portal so that \nmembers of non-profit associations are informed of the news and events of interest organized \nby the association and allows them to carry out certain procedures and certain procedures \nsuch as justification of payment of a membership fee. \nAfter carrying out a prior analysis of the state of IT solutions aimed at third sector \norganizations, and observing that there is no consensus on a generic solution that helps nonprofit associations to make a tool available to their partners that allows them to interact with \nthe association and exercise certain rights and obligations established by the organizations' \nstatutes. \nThe web portal has an authentication system so that only users registered in the association \ncan access it, currently focusing on member-type users, and with functions to consult the \nmember's profile, news published by the association, consultation and payment justification \nof membership fees and consultation and downloading of member documents. It also allows \nyou to consult information about the association and the current governing body. \nTo carry out the development of the system, a development methodology based on the spiral \ndevelopment model has been used, carrying out the development project in different stages, \nallowing the initial version of the product to be generalized. \nAfter specifying the system functionalities to be included in the first version, designing the \nproduct, implementing the solution and testing its operation, the first delivery of the web \nportal is obtained. \nIt is concluded that the application meets the objective set in the work, allowing association \nmembers to be informed and carry out the process of paying a membership fee.
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 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 | 0.012 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.007 |
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".