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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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Oil and Gas Production Techniques
Retraction
Abstract
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Study design
Label agreement
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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.

707 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.
707 works in the cohort · of 4,299,418page 8 of 15

Labels cover 1 of 707 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 707 of 707 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
CHOPS Without Sand
Brian Wagg, Yunchao Fang, D. Birkett
2009· article· en· Journal of Canadian Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Life in the front line
Loren H. Gudbjartsson
2004· article· en· World Pumps· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Carbon Dioxide Capture Using Airlift Pumps
Alexander Doucette, Cora R. Dickie-Wilson, Shahriyar G. Holagh, Wael H. Ahmed
2023· article· en· Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Reinventing Deepwater Exploratory Testing
Micah Quin Garrison, Morris Cox, Brad Clarkson
2011· article· en· Offshore Technology Conference· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Broken rotor bar dataset information
Peter Luong
2019· dataset· en· Figshare· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
E&P Notes (November 2016)
Trent Jacobs, Stephen Whitfield, Stephen Rassenfoss
2016· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Predicting SAGD ESP Intake Temperature
Leon Fedenczuk, John Graham, Trent Pehlke, Nicholas Cherniwchan
2016· article· en· SPE Canada Heavy Oil Technical Conference· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Comments: Industry Legends
John Donnelly
2006· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Real-time Monitoring of SAGD Wells
Robert Knoll, K.C. Yeung, Mehmet Saltuklaroglu
2000· article· en· Journal of Canadian Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About