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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.

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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Oil Spill Detection and Mitigation
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
fundfunder
venuejournal
aboutaboutness

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

928 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.
928 works in the cohort · of 4,299,418page 9 of 19

Labels cover 0 of 928 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 928 of 928 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
IMPROVING THE SHORELINE ASSESSMENT PROCESS WITH NEW SCAT FORMS
Jacqueline Michel, Ruth Yender, Edward H. Owens, Gary A. Sergy, R. D. Martin, John Tarpley
2001· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
OIL COMPOSITION AND PROPERTY DATABASE FOR OIL SPILL MODELING
Zhendi Wang, Bruce P. Hollebone, James W. Weaver, Chun Yang, Merv Fingas, Ben Fieldhouse +3 more
2005· article· en· International Oil Spill Conference Proceedings· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
DBWM: A diluted bitumen weathering model
Pu Li, Haibo Niu, Shihan Li, Thomas King, Shichun Zou, Xiayu Chen +1 more
2022· article· en· Marine Pollution Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Ocean remote sensing for sustainable resources
Gad Levy, Stefano Vigundelli, Jim Gower
2016· article· en· International Journal of Remote Sensing· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About