Un respirador d'emergència portable de baix cost?
Bibliographic record
Abstract
Investigadors, alumni i personal d'administració i serveis de la Escola Politècnica Superior d'Enginyeria de Manresa (EPSEM) s'han mobilitat per construir un respirador d'emergència de baix cost, basat en tecnologia que es pot reproduir arreu del món. Ho expliquen en aquest vídeo l'investigador Pere Palà, els alumni Pau Lafoz i Aleix Badia i el tècnic de laboratori Joan Martínez. #CafèambTechUPC és una campanya de la Universitat Politècnica de Catalunya · BarcelonaTech (UPC) a les xarxes socials que difon els projectes que la comunitat universitària està desenvolupant durant el confinament per l'emergència sanitària provocada per la COVID-19 a través de vídeos elaborats pels mateixos protagonistes. #CafèambTechUPC #UPCDesDeCasa
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 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".