CAPCIT: The advisory board of the Parliament of Catalonia for science and technology
Bibliographic record
Abstract
Resum.A tot el mn, els parlaments i altres rgans legislatius representen societats en les quals les tecnologies de la infor maci i els coneixements cientfics avancen a un ritme frentic.No obstant aix, la major part dels legisladors no tenen els co neixements o la formaci necessria per a comprendre o afrontar les conseqncies de la revoluci tecnolgica i cientfi ca.Seguint la tendncia d'assessorament cientfic i tecnolgic als parlaments (PTA) d'Estats Units i d'Europa en les darreres dues dcades, el 2008 es va crear el Consell Assessor del Par lament sobre Cincia i Tecnologia (CAPCIT) al Parlament de Catalunya.Tot i la curta histria d'aquesta instituci, el CAPCIT representa el primer i ms seris intent a Espanya de reunir les principals fonts d'informaci cientfica i tecnolgica en un f rum com al servei de la formulaci de poltiques
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".