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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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Advances in mechatronics and mechanical engineering (AMME) book series
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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
aboutaboutness

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

12 results · 1 filter active ·
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20092024
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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.
12 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 12 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 12 of 12 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Artificial Intelligence in Aviation Industries
Tetiana Shmelova, Arnold Sterenharz, Serge Dolgikh
2019· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affunlabeled
Learning Agents for Collaborative Driving
Charles Desjardins, Julien Laumônier, Brahim Chaib-draa
2009· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
aboutno affunlabeled
Transcritical CO2 Refrigeration System in Tropical Region
D. K. Gupta, Mani Sankar Dasgupta
2015· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
MIMO Hybrid Beamforming
Mostafa Hefnawi, Jamal Zbitou
2023· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Design of Compact Planar Filters Miniaturization Challenges
Amal Kadiri, Abdelali Tajmouati, Issam Zahraoui, Ahmed Lakhssassi, Fouad Aytouna
2023· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Integrated Battery Chargers
Syed Qaseem Ali, G. Joós, Chu Sun
2021· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
MIMO Radar Systems
Mostafa Hefnawi, Zakaria Benyahia, Mohamed Aboulfatah, Elhassane Abdelmounim, Taoufiq Gadi
2023· book-chapter· en· Advances in mechatronics and mechanical engineering (AMME) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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