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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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4th International Pipeline Conference, Parts A and B
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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
fundfunder
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

85 results · 1 filter active ·
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20022002
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
85 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 85 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 85 of 85 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
High-Speed Tandem GMAW for Pipeline Welding
S. A. Blackman, David V. Dorling, Roger D. Howard
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
Permeable Coatings and CP Compatibility
Tom Jack, Fraser King, Y. Frank Cheng, Robert Worthingham
2002· article· en· 4th International Pipeline Conference, Parts A and B· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affaboutunlabeled
Geometric Dent Characterization
Aaron Dinovitzer, Robert Lazor, L. Blair Carroll, Jianxin Zhou, F. McCarver, Scott Ironside +2 more
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
Target Reliability Levels for Onshore Gas Pipelines
Tom Zimmerman, Maher Nessim, Martin McLamb, Brian Rothwell, Joe Zhou, Alan Glover
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Girth Welding of X100 Pipeline Steels
Mark G. Hudson, S. A. Blackman, John Hammond, David V. Dorling
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affaboutunlabeled
Geosynthetic Clay Liners (GCLs)
Bruno Herlin, Kent von Maubeuge
2002· article· en· 4th International Pipeline Conference, Parts A and B· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affaboutunlabeled
Natural Hazard and Risk Management for Pipelines
K. Wayne Savigny, Michael J. Porter, Joyce Chen, Eugene K. Yaremko, Michael Reed, G. Urquhart
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
afffundaboutunlabeled
Fracture in Wrinkled Linepipe Under Monotonic Loading
Sreekanta Das, Jianwei Cheng, David W. Murray
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Probabilistic Modeling of Corroded Pipeline Structures
D. P. Brennan, Unyime O. Akpan, I. R. Orisamolu, Ian Glover, Ibrahim Konuk
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
Reliability-Based Limit States Design for Onshore Pipelines
Maher Nessim, Tom Zimmerman, Alan Glover, Martin McLamb, Brian Rothwell, Joe Zhou
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Pipeline Trenching in Permafrost: A Review
Denis Blanchet, Nick Lenstra, John R. Skalski, Joe Zhou, Bruce D. Smith
2002· review· en· 4th International Pipeline Conference, Parts A and B· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
Development of 36” EmatScan® Crack Detection (CD) Tool
Mark Yeomans, Blaine P. Ashworth, Uwe Strohmeier, Achim Hugger, Thomas Wolf
2002· article· en· 4th International Pipeline Conference, Parts A and B· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations

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