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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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Materials forming, machining and tribology
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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.

17 results · 1 filter active ·
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20142021
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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.
17 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 17 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 17 of 17 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Machinability and Machining of Titanium Alloys: A Review
Seyed Ali Niknam, Raid Khettabi, Victor Songméné
2014· review· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
87
citations
affno abstractunlabeled
Cutting Tool Materials and Tool Wear
Ali Hosseini, Hossam A. Kishawy
2014· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
72
citations
affno abstractunlabeled
Machining Difficult-to-Cut Materials
Hossam A. Kishawy, Ali Hosseini
2018· book· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
70
citations
affno abstractunlabeled
4D Printing by Fused Deposition Modeling (FDM)
Mohammad Aberoumand, Davood Rahmatabadi, Ahmad Aminzadeh, Mahmoud Moradi
2021· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affno abstractunlabeled
Titanium and Titanium Alloys
Hossam A. Kishawy, Ali Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
Superalloys
Hossam A. Kishawy, Ali Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
The Influence of Feedstock Powder
Aleksandra Nastic, D. MacDonald, B. Jodoin
2020· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
Metal Matrix Composites
Hossam A. Kishawy, Ali Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Computational Models: 3D Printing, Materials and Structures
Ashish R. Prajapati, Shilpesh R. Rajpurohit, Madhukar Somireddy
2021· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Hardened Steels
Hossam A. Kishawy, Ali Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Lean Manufacturing
Ali Seif Amir Hosseini, Hossam A. Kishawy, Hussein M. A. Hussein
2015· book-chapter· en· Materials forming, machining and tribology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Environmentally Conscious Machining
Hossam A. Kishawy, Ali Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Introduction
Hossam A. Kishawy, Ali Seif Amir Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Ceramics
Hossam A. Kishawy, Ali Hosseini
2018· book-chapter· en· Materials forming, machining and tribology· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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