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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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International Journal of Environmental Studies
Topic
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.

44 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
44 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 44 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 44 of 44 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Experimental diagnostics of PEM fuel cells
Asad J. Mughal, X. Li
2006· article· en· International Journal of Environmental Studies· Engineering
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Ground source heat pump systems: current status
Marwa S. Younis, Tirupati Bolisetti, David S.‐K. Ting
2010· article· en· International Journal of Environmental Studies· Energy
machine prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
Power-to-gas in a demand-response market
Ushnik Mukherjee, Sean Walker, Michael Fowler, Ali Elkamel
2016· article· en· International Journal of Environmental Studies· Energy
machine prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Energy and Natural Resources
Rupp Carriveau, David S.‐K. Ting
2018· article· en· International Journal of Environmental Studies· Energy
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Pollution is colonialism
Jacqueline Stagner
2021· article· en· International Journal of Environmental Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Private land: conservation’s new frontier in America
Shane P. Mahoney, Paul Vahldiek, Colleen E. Soulliere
2015· article· en· International Journal of Environmental Studies· Environmental Science
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Auxiliary power unit for truck idling reduction
Khurshid Hafiz, Fatima Farran, Hani Allawnha, Mohamad Ayoub, Mohammad El‐Chafei, Narayan C. Kar
2007· article· en· International Journal of Environmental Studies· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Toleka for climate change and development
Pierre Kadi Sossou
2010· article· en· International Journal of Environmental Studies· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Noah’s Arkive
Jacqueline Stagner
2024· article· en· International Journal of Environmental Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Deep Blue
Elizabeth Abbott
2024· article· en· International Journal of Environmental Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

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