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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Green IT and Sustainability
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

431 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
431 works in the cohort · of 4,299,418page 2 of 9

Labels cover 0 of 431 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 431 of 431 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Streaming Media’s Environmental Impact
Laura U. Marks, Joseph A. Clark, Jason Livingston, Denise Oleksijczuk, Lucas Hilderbrand
2020· article· en· Media+Environment· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
32
citations
afffundunlabeled
Tailoring Requirements Negotiation to Sustainability
Norbert Seyff, Stefanie Betz, Letícia Duboc, Colin C. Venters, Christoph Becker, Ruzanna Chitchyan +2 more
2018· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Green IT practice disclosure
Qi Deng, Shaobo Ji, Yun Wang
2017· article· en· Journal of Information Communication and Ethics in Society· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations
afffundunlabeled
Everything is INTERRELATED
Birgit Penzenstadler, Stefanie Betz, Colin C. Venters, Ruzanna Chitchyan, Jari Porras, Norbert Seyff +2 more
2018· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affunlabeled
It's a jungle out there
Melanie Kellar, Derek Reilly, Kirstie Hawkey, Malcolm Rodgers, Bonnie MacKay, David Dearman +6 more
2005· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
affunlabeled
Bounding switching delay in mobile TV broadcast networks
Cheng-Hsin Hsu, Mohamed Hefeeda
2009· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affunlabeled
Snowflakes at the Edge
Hazem A. Abdelhafez, Hassan H. Halawa, Karthik Pattabiraman, Matei Ripeanu
2021· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
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