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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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Journal of Petroleum Technology
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Retraction
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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.

620 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.
620 works in the cohort · of 4,299,418page 3 of 13

Labels cover 0 of 620 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 620 of 620 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Want More Production? Try Taking a Break
Stephen Rassenfoss
2020· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Comments: Peak Demand or Too Much Oil?
John Donnelly
2017· article· en· Journal of Petroleum Technology· Energy
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Legends of Artificial Lift
Shauna Noonan, Robin Beckwith
2014· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Technology Focus: Heavy Oil (March 2017)
Tayfun Babadagli
2017· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Guest Editorial: Recycling CO2 for EOR? Why Not?
Ole Tveiten
2023· editorial· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
3
citations
aboutno affunlabeled
Geothermal Potential Runs Hot in Texas
Blake Wright
2023· article· en· Journal of Petroleum Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Guest Editorial: Lessons for a Downturn
George E. King
2016· editorial· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
3
citations
aboutno affunlabeled
HP/HT Horizontal Sand-Control Completion
Karen Bybee
2001· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Drilling Change Requires Changing Drillers
Stephen Rassenfoss
2019· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Technology Focus: EOR Operations
S. G. Goodyear
2016· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Technology Focus: CO2 (July 2019)
Sunil Kokal
2019· article· en· Journal of Petroleum Technology· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
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