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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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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.

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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.

14,021 results · 1 filter active ·
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20182025
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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.
14,021 works in the cohort · of 4,299,418page 11 of 281

Labels cover 57 of 14,021 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 14,021 of 14,021 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
ChatGPT-based Investment Portfolio Selection
Oleksandr Romanko, Akhilesh Narayan, Roy H. Kwon
2023· preprint· en· Research Square· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
5
citations
affno abstractunlabeled
Towards AI-powered Language Assessment Tools
Mah Parsa, Muhammad Raisul Alam, Alex Mihailidis
2021· preprint· en· Research Square· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · none
5
citations
affunlabeled
Ensemble Neural Representation Networks
Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch, Amirhossein Kazerouni, Alireza Morsali, Azra Abtahi +1 more
2022· preprint· en· Research Square· Engineering
distilled prediction:candidate · research_integrityconsensus · none
5
citations
affno abstractunlabeled
PAM-Flexible Genome Editing with an Engineered Chimeric Cas9
Sabrina Koseki, Lauren Hong, Vivian Yudistyra, Teodora Stan, Emma Tysinger, Rachel A. Silverstein +13 more
2023· preprint· en· Research Square· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Postcranial evidence of late Miocene hominin bipedalism in Chad
Franck Guy, Guillaume Daver, Hassane Taïsso Mackaye, Andossa Likius, Jean‐Renaud Boisserie, Abderamane Moussa +2 more
2020· preprint· en· Research Square· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Crowdsourcing Framework for QoE-Aware SD-WAN
Ibtihal Ellawindy, Shahram Shah Heydari
2021· preprint· en· Research Square· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
4
citations
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How this was built: Screen · Findings · About