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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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Industrial Vision Systems and Defect Detection
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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
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venuejournal
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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.

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

Labels cover 0 of 743 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 743 of 743 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Smart Casting Process Defects Detection System Framework
Oussama Jouini, Mostafa Ibrahim Deiab, Ibrahim Deiab
2025· preprint· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
3D Perception for Autonomous Driving
Henry Leung
2023· article· en· Proceedings of the International Conference of Control, Dynamic systems, and Robotics· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Wood Surface Defects Detection Based on AI Algorithm Yolov7
Soukaina Afaf, Anas Abou El Kalam, Yassine Bouslimani
2024· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Commit-Time Defect Prediction Using One-Class Classification
Mohammed A. Shehab, Wael Khreich, Abdelwahab Hamou‐Lhadj, Issam Sedki
2023· preprint· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
ApacheJIT: A Large Dataset for Just-In-Time Defect Prediction
Hossein Keshavarz, Meiyappan Nagappan
2022· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Rinsing Study Based on Inline Cleaning Processes
Mike Bixenman, Michael Mccutchen
2018· article· Cleaning and Coating Conference· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Small Target Detection Algorithm Based on Lightweighted YOLOv5
Shaowei Cao, Lingxia Mu, Youmin Zhang, Ban Wang, Yulong Zhang, Xianghong Xue
2025· book-chapter· en· Lecture notes in electrical engineering· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
aboutno affunlabeled
Krill production circuit's - DATASET
Déborah Benkort
2018· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
pytroll/pyresample: Version 1.18.1 (2021/03/22)
2021· other· en· Zenodo (CERN European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s1553-3212(10)70017-0
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About