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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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Teaching and Learning Programming
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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.

980 results · 1 filter active ·
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20002025
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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.
980 works in the cohort · of 4,299,418page 15 of 20

Labels cover 2 of 980 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 980 of 980 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/j.endend.2012.06.072
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Program Learning Objectives
2004· article· en· Canadian Journal of Ophthalmology· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
CS girls rock
S Graham, Celine Latulipe
2003· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
An Empirical Evaluation of Quasi-Static Executable Slices
Quentin Stiévenart, David Binkley, Coen De Roover
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Program Learning Objectives
Duncan Anderson
2001· article· en· Canadian Journal of Ophthalmology· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Students Participate In Demos With Search, Rescue Dogs
Barbara McBreen
2010· article· en· Iowa State University Digital Repository (Iowa State University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Students’ Science Process Skills Diagnosis
Ming-Xiang Fan, Maiga Chang, Rita Kuo, Jia‐Sheng Heh
2014· book-chapter· en· Lecture notes in educational technology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Problem Solving Workshop
Hillary Dawkins, George Chapman-Brown, Judi McCuaig
2019· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Making CS more fun
Katrin Becker, R. Bryant, Sharon M. Tuttle, Steven R. Vegdahl, Ron Kovac Patti West
2001· article· en· Journal of computing sciences in colleges· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Unified Modeling Language (UML) for Sight Loss
Tamilesh Balasuntharam, Stacey A. Koornneef, Felipe M. Megale, Mahadeo A. Sukhai
2023· book-chapter· en· Encyclopedia of Computer Graphics and Games· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Catch a number
Judith Harries
2018· article· en· Practical Pre-School· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
As simple as 1, 2, 3.
Erica Osley, Christine L Mello
2006· article· en· PubMed· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Meet Athena: A Realistic Computer Model of a Child
Georgios Ntolkeras, Hongbae Jeong, Lilla Zöllei, Adam A. Dmytriw, Michael H. Lev, P. Ellen Grant +1 more
2024· article· en· Frontiers for Young Minds· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
An Ode to a Mathematician: Commemorating Uri Leron
Orit Hazzan, Rina Zazkis, Meira Levy, Irit Hadar, Orly Buchbinder
2024· article· en· Digital Experiences in Mathematics Education· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Design and Validation of an Origami Paper-Based Gripper
Johan J. Nunez-Quispe, Fan Liu, Adriel A. Gonzales-Martell, Isaac Ming, Rong-Guang Xu, Litong Jiang +2 more
2024· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Implementing Models of Programming Problem Solving
Maria Vorobeva, Matthew A. Kelly
2025· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Embedded systems and robotics
PlevaGreg
2008· article· en· Journal of computing sciences in colleges· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Penny Packing for Your Thoughts
Stanley J. Bezuszka, Margaret J. Kenney
2003· article· en· Mathematics Teacher Learning and Teaching PK-12· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
Online Assessment in Programming Courses
Denise M. Woit, David Mason
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
A Review of Interactive Conducting Systems: 1970-2015
Kyungho Lee, Michael J. Junokas, Guy E. Garnett
2016· review· en· The Journal of the Abraham Lincoln Association· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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