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

74 results · 1 filter active ·
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20152024
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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.
74 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 74 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 74 of 74 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Green concrete: A review of recent developments
A. Sivakrishna, Adeyemi Adesina, Paul O. Awoyera, K. Rajesh Kumar
2019· review· en· Materials Today Proceedings· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
230
citations
affno abstractunlabeled
Phase change materials in concrete: An overview of properties
Adeyemi Adesina, Paul O. Awoyera, A. Sivakrishna, K. Rajesh Kumar
2019· article· en· Materials Today Proceedings· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
57
citations
affno abstractunlabeled
Biomaterials for tissue engineered bone Scaffolds: A review
Sachin Kalsi, Jagjit Singh, Satbir S. Sehgal, N. K. Sharma
2021· review· en· Materials Today Proceedings· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
45
citations
aboutno affno abstractunlabeled
Business email compromise (BEC) attacks
Norah Saud Al-Musib, Faeiz Alserhani, Mamoona Humayun, N. Z. Jhanjhi
2021· article· en· Materials Today Proceedings· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
29
citations
affunlabeled
A mathematical model of COVID-19 transmission
R. Jayatilaka, Rajan Patel, Manika Brar, Yiwen Tang, N. Jisrawi, Farrukh Chishtie +2 more
2021· article· en· Materials Today Proceedings· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Bio-corrosion studies of Fe-based metallic glasses
Arun Pratap, Supriya Kasyap, Sonal R. Prajapati, Deepak Upadhyay
2020· article· en· Materials Today Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About