[PRE REVIEW]: EcoLogits: Evaluate the Environmental Impacts of Generative AI

[editorialbot]

Submitting author: @adrienbanse (Adrien Banse)
Repository: https://github.com/genai-impact/ecologits
Branch with paper.md (empty if default branch): joss
Version: v0.5.0
Editor: Pending
Reviewers: Pending
Managing EiC: Kristen Thyng

Status

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Markdown: [![status](https://joss.theoj.org/papers/30061de5abeaf322be9beaec80f6242d/status.svg)](https://joss.theoj.org/papers/30061de5abeaf322be9beaec80f6242d)

Author instructions

Thanks for submitting your paper to JOSS @adrienbanse. Currently, there isn't a JOSS editor assigned to your paper.

@adrienbanse if you have any suggestions for potential reviewers then please mention them here in this thread (without tagging them with an @). You can search the list of people that have already agreed to review and may be suitable for this submission.

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[editorialbot]

Software report:

github.com/AlDanial/cloc v 1.90  T=0.06 s (1940.0 files/s, 200939.9 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
YAML                            43            837             40           3686
Python                          34            593            327           2705
Markdown                        18            697              0           1357
TeX                              1             28              0            359
CSV                              2              0              0            267
TOML                             1             21              1            183
CSS                              1             16             12             67
JavaScript                       2              4              1             29
JSON                             3              0              0             24
make                             1              6              0             22
HTML                             2              0              2              5
SVG                              1              0              0              1
-------------------------------------------------------------------------------
SUM:                           109           2202            383           8705
-------------------------------------------------------------------------------

Commit count by author:

   263	Samuel Rince
   113	Adrien Banse
    30	luc
    10	Samuel Rincé
     5	vinh
     4	Luc BERTON
     2	Clovis Varangot-Reille
     2	Luc
     1	DataForGood (Tech)
     1	Nina P.
     1	Yoann Couble
     1	yco

[editorialbot]

Paper file info:

📄 Wordcount for paper.md is 1955

✅ The paper includes a Statement of need section

[editorialbot]

License info:

✅ License found: Mozilla Public License 2.0 (Valid open source OSI approved license)

[editorialbot]

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

✅ OK DOIs

- 10.48550/arXiv.2211.02001 is OK
- 10.1016/j.joule.2023.09.004 is OK
- 10.1145/3630106.3658542 is OK
- 10.1016/j.suscom.2023.100857 is OK
- 10.48550/arXiv.2104.10350 is OK
- 10.48550/arXiv.1910.09700 is OK
- 10.48550/arXiv.2302.13971 is OK
- 10.48550/arXiv.2307.09288 is OK
- 10.1145/3630106.3658542 is OK
- 10.3390/su14095172 is OK
- 10.5281/zenodo.11171501 is OK
- 10.1007/BF02986351 is OK
- 10.1007/s11367-019-01683-x is OK
- 10.1007/s11367-015-0897-4 is OK
- 10.1007/BF02978943 is OK
- 10.1007/BF02978624 is OK

🟡 SKIP DOIs

- No DOI given, and none found for title: Llama 3 Model Card
- No DOI given, and none found for title: Zeus: Understanding and Optimizing GPU Energy Cons...
- No DOI given, and none found for title: LLM-Perf Leaderboard
- No DOI given, and none found for title: Optimum-Benchmark: A framework for benchmarking th...
- No DOI given, and none found for title: BoaviztAPI: a bottom-up model to assess the enviro...
- No DOI given, and none found for title: Digital technologies in Europe: an environmental l...
- No DOI given, and none found for title: The Global E-waste Monitor 2020. Quantities, flows...
- No DOI given, and none found for title: Climate Change 2013: The Physical Science Basis
- No DOI given, and none found for title: Base Empreinte®
- No DOI given, and none found for title: Large data centers are mostly more efficient, anal...
- No DOI given, and none found for title: Uptime Institute Global Data Center Survey Results...

❌ MISSING DOIs

- None

❌ INVALID DOIs

- None

[editorialbot]

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

[editorialbot]

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[kthyng]

Hi @adrienbanse and thanks for your submission! I am looking for some specific items to make sure your submission fits our requirements at a high level (not at the more detailed review level) before moving on to finding an editor or putting this on our waitlist if no relevant editors are available. I'll comment over time as I have a chance to go through them:

• OSI-approved license
• Installation instructions
• Documentation exists at all
• Tests of some sort
• Check paper (make sure compiles, read through, check for length 250-1000 words)
• Substantial scholarly effort
• Clear research application

In the meantime, please take a look at the comments above ⬆️ from the editorialbot to address any DOI, license, or paper issues if you're able (there may not be any), or suggest reviewers. For reviewers, please suggest 5 reviewers from the database listed above or your own (non-conflicted) extended network. Their github handles are most useful to receive but please don't use "@" to reference them since it will prematurely ping them.

[adrienbanse]

Hey @kthyng, thanks a lot!

We suggest the following five reviewers from our own extended network:

• shaoleiren
• mjay42
• vict0rsch
• jaywonchung
• annlor

cc @samuelrince

[kthyng]

@adrienbanse

• Please shorten your paper by about half. You might consider removing much of the Methodology section and after that. You can get a feel for the format of the JOSS paper here: https://joss.readthedocs.io/en/latest/paper.html#what-should-my-paper-contain