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Record W7028317113

Estudi de la viabilitat tècnica i econòmica de la substitució de l'enllumenat de VSAP per LEDs a la via pública

2020· dissertation· ca· W7028317113 on OpenAlexaboutno aff

Bibliographic record

VenueUPCommons institutional repository (Universitat Politècnica de Catalunya) · 2020
Typedissertation
Languageca
FieldEnvironmental Science
TopicImpact of Light on Environment and Health
Canadian institutionsnot available
Fundersnot available
KeywordsNova scotiaSyntactic structureHappening
DOInot available

Abstract

fetched live from OpenAlex

En el següent document es pretén fer un informe que valori la viabilitat econòmica de substituir l’actual enllumenat de vapor de sodi d’uns determinats trams de carretera per LEDs. Creant un estudi on es valorin tots els aspectes determinants a l’hora de portar a terme el canvi i tenint en compte tots els paràmetres que hauria de complir si es volgués optar a una licitació.A més s’exposaran tots els avantatges de la nova tecnologia LED que permet l’aprofitament de l’energia d’una forma molt més eficient que l’actual enllumenat de VSAP i que a més de l’estalvi energètic suposa una reducció de la contaminació lumínica i una millora de la qualitat de la llum.Per altra banda, aprofitant el caràcter acadèmic d’aquest projecte s’intentarà donar una guia dels apartats i les justificacions que tot projecte d’enllumenat que apliqui a una licitació ha de contenir, tot referenciant diferents Reglaments, Directives, Lleis i Normes que permetran conèixer els aspectes més importants de la legislació en el que aplica a l’àmbit més tècnic de l’actuació que es durà a terme.

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.287
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.005
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0010.001

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.

Opus teacher head0.006
GPT teacher head0.253
Teacher spread0.248 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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