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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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International Journal of Production Economics
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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.

209 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.
209 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 209 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 209 of 209 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Examining energy eco-efficiency in China's logistics industry
YU Xiao-hong, Haiyan Xu, Wengao Lou, Xun Xu, Victor Shi
2023· article· en· International Journal of Production Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
35
citations
afffundno abstractunlabeled
Estimating optimal ABC zone sizes in manual warehouses
Allyson Silva, Kees Jan Roodbergen, Leandro C. Coelho, Maryam Darvish
2022· article· en· International Journal of Production Economics· Engineering
distilled prediction:candidate · noneconsensus · none
34
citations
afffundno abstractunlabeled
Evaluation of two simple extreme transshipment strategies
Stefan Minner, Edward A. Silver
2004· article· en· International Journal of Production Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
Dynamic pricing models for ERP systems under network externality
Adnène Hajji, Robert Pellerin, Pierre‐Majorique Léger, Ali Gharbi, Gilbert Babin
2011· article· en· International Journal of Production Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Distribution channel strategies in a mixed market
Junsong Bian, Xiaolei Guo, Kevin Li
2014· article· en· International Journal of Production Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Probabilistic product design with regret-anticipated consumers
Xiaolong Guo, Junsong Bian, Peiyan Wu, Victor Shi, Huangen Chen
2023· article· en· International Journal of Production Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
19
citations
afffundno abstractunlabeled
Exploring service positioning in platform-based markets
Xing Wan, Jing Chen, Bintong Chen
2019· article· en· International Journal of Production Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
18
citations

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