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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 Annual Technical Conference and Exhibition
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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
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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.

810 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.
810 works in the cohort · of 4,299,418page 3 of 17

Labels cover 0 of 810 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 810 of 810 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Advances in Understanding Wettability of Tight Oil Formations
Ali Habibi, Mojtaba Binazadeh, Hassan Dehghanpour, Donald Bryan, Gordon Uswak
2015· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations
affaboutunlabeled
Enhanced Hydrate Inhibition in Alberta Gas Field
Dana Budd, Danica Hurd, Marek Pakulski, Thane Schaffer
2004· article· en· SPE Annual Technical Conference and Exhibition· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
aboutno affunlabeled
The Role of Autonomous Flow Control in SAGD Well Design
Sudiptya Banerjee, Robert Jobling, Tarik Abdelfattah, Hang Nguyen
2013· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations
aboutno affunlabeled
Rethinking World Oil-Shale Resource Estimates
Khosrow Biglarbigi, P.M. Crawford, Marshall Carolus, Christopher Dean
2010· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Deep-Learning-Based Automated Stratigraphic Correlation
Yury S. Tokpanov, Johanna Smith, Zheren Ma, Lichi Deng, Wassim Benhallam, Amir Masoud Salehi +3 more
2020· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
20
citations

How this was built: Screen · Findings · About