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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 51 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. 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
Another Look at Bovallius, Onshore Southern Basin Trinidad
Michele G. Bishop, Xavier Moonan, Wilson Lalla, L. D. Anderson
2023· article· en· SPE Latin American and Caribbean Petroleum Engineering Conference· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
SEG/Calgary 2000 Technical Program
Karen Wolf
2000· article· en· The Leading Edge· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Q&A with John Gibson (April 2006)
John Gibson, John Donnelly
2006· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
ID8.txt
2021· dataset· hy· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Interview with Len Srnka
Satinder Chopra
2007· article· en· The Leading Edge· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hydrogeophysics Workshop
Dean Clark
2006· article· en· The Leading Edge· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Introduction
P.J. Lee
2008· book-chapter· en· Oxford University Press eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Evaluation of Stimulation Techniques for Oil Wells
Zhichao Zhang, Mingxing Bai, Jianpeng Sun
2015· article· en· Advances in natural science/Advances in natural sciences· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ensign Energy Services Inc
2006· article· en· Mergent s Dividend Achievers· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Toward Low Costs for High Cost Resources
P.D. Bairrington, Bradley Bodwell, James E. Farnsworth, Timothy Parker, Charles James Pierce, Chris Ross
2008· article· en· Offshore Technology Conference· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
The Installation and Commissioning of the AWAKE Stripline BPM
Shengli Liu, Paul Dirksen, Spencer Gessner, F. G. Guillot-Vignot, David Medina, L. Søby +1 more
2019· article· en· CERN Document Server (European Organization for Nuclear Research)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Technology Focus: EOR Operations (June 2024)
Kristian Mogensen
2024· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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