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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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Reservoir Engineering and Simulation Methods
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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.

2,794 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.
2,794 works in the cohort · of 4,299,418page 36 of 56

Labels cover 2 of 2,794 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 2,794 of 2,794 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Carbon Management Microfluidics
Hossein Fadaei, Andrew Sell, David Sinton
2011· article· en· Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)83518-1
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
The 1940s—a decade of consolidation
Dean Clark
2005· article· en· The Leading Edge· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Comments: SPE's New Publication
John Donnelly
2007· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Petronius Offshore Oil Field Case Study
Vello Kuuskraa, Anne Oudinot, Matt Wallace
2020· report· en· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Improving Energy Efficiency in E&P Operations
Edwards John
2004· article· en· Proceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About