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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.

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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 50 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.

aboutno affunlabeled
Q&A with Phil Andrews, CEO, Getenergy
Philip C. Andrews
2013· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)98960-r
2000· article· en· Time to knit· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
On a Transition Phase in Single Well Tests Data
Jiří Gregor, Frantisek Pastuszek
2018· article· en· Environment and Natural Resources Research· 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
fundno affunlabeled
On the History of ESDA: 1992 to Present
A. O ̈zer Arnas
2006· article· en· Volume 1: Advanced Energy Systems, Advanced Materials, Aerospace, Automation and Robotics, Noise Control and Acoustics, and Systems Engineering· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Future trends
Mohammad Ali Ahmadi
2024· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)84771-6
2000· article· en· Time to knit· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Technology Focus: EOR Operations (June 2013)
Luciane Bonet-Cunha
2013· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Interview with Matthew R. Simmons
Matthew R. Simmons
2007· article· en· The Way Ahead· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Comments: Signs of Recovery
John Donnelly
2017· article· en· Journal of Petroleum Technology· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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