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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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SPE International Symposium on Oilfield Chemistry
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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.

57 results · 1 filter active ·
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20012015
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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.
57 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 57 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 57 of 57 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sandstone Acidizing Using A New Class of Chelating Agents
Mohamed Mahmoud, H. A. Nasr‐El‐Din, C. A. De Wolf, A. K. Alex
2011· article· en· SPE International Symposium on Oilfield Chemistry· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affunlabeled
High-Temperature Plug Formation with Silicates
Sebastian Bauer, P. Gronewald, John Hamilton, D. LaPlant, A.J. Mansure
2005· article· en· SPE International Symposium on Oilfield Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
aboutno affunlabeled
Novel Polymeric Additives to Improve Oil Sands Tailings Consolidation
Philip Watson, Raymond S. Farinato, Thomas Fenderson, Michael D. Hurd, Pat Macy, A.H. Mahmoudkhani
2011· article· en· SPE International Symposium on Oilfield Chemistry· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
aboutno affunlabeled
Treatment of Mercaptans in Canadian Condensate
Joseph J. Arensdorf, Darin Horaska
2011· article· en· SPE International Symposium on Oilfield Chemistry· Chemical Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
The Key to Predicting Emulsion Stability: Solid Content
Michael K. Poindexter, Shaokun Chuai, Robert A. Marble, Samuel C. Marsh
2005· article· en· SPE International Symposium on Oilfield Chemistry· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations

How this was built: Screen · Findings · About