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Record W7093635707

Past & Future Sustainability on Campus from a Student’s Perspective

2020· article· W7093635707 on OpenAlexaboutno aff

Bibliographic record

VenueScholarly Commons (Embry–Riddle Aeronautical University) · 2020
Typearticle
Language
FieldSocial Sciences
TopicSustainability in Higher Education
Canadian institutionsnot available
Fundersnot available
KeywordsSustainabilityReputationPrestigeFood systemsSustainable developmentPerspective (graphical)
DOInot available

Abstract

fetched live from OpenAlex

Abstract\nAs a senior on campus, I have seen Embry-Riddle change drastically. My second semester I did a feasibility report with comparative analysis of sustainability on campus. An excerpt from this report includes “Embry-Riddle has a prestigious reputation for the flight program and the different engineering majors and is growing is prestige for other majors. At this time, society is very focused on “going green”, sustainability, and alternative energy. It is for this reason, Embry-Riddle should focus on the same aspects to keep up prestige.” This report was written in 2017, and I have had the opportunity to see Embry-Riddle make sustainable changes. At the time I wrote the report, there was no program or initiative in place to turn off classrooms at the end of the day, or computers in the lab, and the Environmental Committee of the SGA had been dissolved. Since this, I have joined the Progress Committee and have had the opportunity to be one of many “green voices” of the student body, this resulted in the revival of the Environmental Committee.\nMy focus in the committee has been the pursuit of the installment of the Food Recovery Network. The Food Recovery Network is a nationwide network of student college chapter recovering food on their campus. What this entails, is taking food that is prepared but not served, and would otherwise be thrown away, diverting it from the landfill, and donating to a local community shelter.\nIf food waste was a country, it would be the third largest producer of greenhouse gases.\nThe Embry-Riddle Daytona chapter is preparing for our first food recovery at this time, teaming up with the local Halifax Shelter.

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)0.001
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.601
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.006
Science and technology studies0.0040.003
Scholarly communication0.0020.004
Open science0.0040.002
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0020.001

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 head0.030
GPT teacher head0.302
Teacher spread0.272 · 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 designQualitative
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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