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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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2020 ASEE Virtual Annual Conference Content Access Proceedings
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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
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.

46 results · 1 filter active ·
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20202020
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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.
46 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 46 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 46 of 46 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Play-Doh and Pendulums: Making Mass Moment of Inertia Fun
Kathleen A. Bieryla, Nikolene Schulz, Rebecca Levison, Heather Dillon
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Students Taking Action on Engineering Ethics
Heather Dillon, Jeffrey Welch, Nicole Ralston, Rebecca Levison
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Engineering Capstone Design of a Radio Telescope
Stephen Wilkerson, S. Andrew Gadsden, Kala Meah, Donald Hake
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Mentoring Undergraduate Students in Engineering
Jayanta Banerjee
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Augmented Reality for education (Diversity)
Nima Shahab Shahmir, Sanish Rai
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Communities Support Engineering as a College Major Choice
Stacey Vaziri, Marie Paretti, Jacob Grohs, Liesl Baum, Marlena McGlothlin Lester, Phyllis Newbill
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Teamwork in Action: Collaborating Across Borders
Arshia Khan, Rania Al-Hammoud, Ona Egbue
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Program: Study Design
Rebecca Balakrishnan, Jillian Seniuk Cicek, Priya S. Mani
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The transition from STEM to STEAM
Jayanta Banerjee
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Using Music Videos to Inspire Engineering
Krista Schumacher, Molly Roche, Esmée Verschoor, Hannah French, Alyssa Eggersgluss, MiKyla Harjamaki +6 more
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Cross-cohort Dynamics Project Study
Kamyar Ghavam, Homeyra Pourmohammadali, Lucas Botelho
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Collecting and Selecting: A Tale of Training and Mentorship
Angela Henshilwood, Cristina Sewerin, Michelle Spence, Mindy Thuna, Tracy Zahradnik
2020· article· en· 2020 ASEE Virtual Annual Conference Content Access Proceedings· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About