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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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Multi-Criteria Decision Making
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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.

1,053 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.
1,053 works in the cohort · of 4,299,418page 20 of 22

Labels cover 3 of 1,053 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 1,053 of 1,053 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.

aboutno affunlabeled
The Story Girl
2006· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Preferential Voting Based on the Logic of Uncertainty
Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfı, Witold Pedrycz, Tofigh Allahviranloo
2023· book-chapter· en· Studies in systems, decision and control· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
k-Coreness
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Complex Proportional Assessment (COPRAS) in Uncertainty Environment
Farhad Hosseinzadeh Lotfı, Tofigh Allahviranloo, Witold Pedrycz, Mohammadreza Shahriari, Hamid Sharafi, Somayeh Razipour GhalehJough
2023· book-chapter· en· Studies in computational intelligence· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Some Open Research Problems
Tanveen Kaur Bhatia, Amit Kumar, S. S. Appadoo
2023· book-chapter· en· Studies in fuzziness and soft computing· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Boris Faybishenko, and Rehan Sadiq, Ashok Deshpande
2023· other· en· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Group Preferential Voting
Mehdi Soltanifar, Hamid Sharafi, Farhad Hosseinzadeh Lotfı, Witold Pedrycz, Tofigh Allahviranloo
2023· book-chapter· en· Studies in systems, decision and control· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Comonotonic measures of multivariates risks
Alfred Galichon, Ivar Ekeland, Marc Henry
2009· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
SAATY 1977: THE BUILDING BLOCKS
William C. Wedley
2017· article· en· International Journal of the Analytic Hierarchy Process· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Schur-positivity for generalized nets
Ethan Shelburne, Stephanie van Willigenburg
2024· article· en· Enumerative Combinatorics and Applications· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A group decision-making aggregation process
N. Halouani, Habib Chabchoub, Jean‐Marc Martel
2008· article· en· Yugoslav journal of operations research· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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