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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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Vehicle Routing Optimization Methods
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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.

1,187 results · 1 filter active ·
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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.
1,187 works in the cohort · of 4,299,418page 1 of 24

Labels cover 1 of 1,187 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 1,187 of 1,187 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.

afffundno abstractunlabeled
Metaheuristics in Combinatorial Optimization
Michel Gendreau, Jean‐Yves Potvin
2005· article· en· Annals of Operations Research· Engineering
machine prediction:candidate · noneconsensus · none
2,341
citations
afffundunlabeled
Vehicle Routing Problems for Drone Delivery
Kevin Dorling, Jordan Heinrichs, Geoffrey G. Messier, Sebastian Magierowski
2016· article· en· IEEE Transactions on Systems Man and Cybernetics Systems· Engineering
machine prediction:candidate · noneconsensus · none
1,245
citations
affunlabeled
Selected Topics in Column Generation
Marco E. Lübbecke, Jacques Desrosiers
2005· article· en· Operations Research· Engineering
machine prediction:candidate · noneconsensus · none
1,084
citations
affunlabeled
Fifty Years of Vehicle Routing
Gilbert Laporte
2009· article· en· Transportation Science· Engineering
machine prediction:candidate · noneconsensus · none
981
citations
affunlabeled
Traveling Salesman Problems with Profits
Dominique Feillet, Pierre Dejax, Michel Gendreau
2005· article· en· Transportation Science· Engineering
machine prediction:candidate · noneconsensus · none
617
citations
affunlabeled
Thirty Years of Inventory Routing
Leandro C. Coelho, Jean-François Cordeau, Gilbert Laporte
2013· article· en· Transportation Science· Engineering
machine prediction:candidate · noneconsensus · none
578
citations
affno abstractunlabeled
The bi-objective Pollution-Routing Problem
Emrah Demir, Tolga Bektaş, Gilbert Laporte
2013· article· en· European Journal of Operational Research· Engineering
machine prediction:candidate · noneconsensus · none
442
citations
affno abstractunlabeled
Variable Neighborhood Decomposition Search
Pierre Hansen, Nenad Mladenović, Dionisio Perez-Britos
2001· article· en· Journal of Heuristics· Engineering
machine prediction:candidate · noneconsensus · none
291
citations
afffundno abstractunlabeled
The fleet size and mix pollution-routing problem
Çağrı Koç, Tolga Bektaş, Ola Jabali, Gilbert Laporte
2014· article· en· Transportation Research Part B Methodological· Engineering
machine prediction:candidate · noneconsensus · none
266
citations
affno abstractunlabeled
Chapter 6 Vehicle Routing
Jean‐François Cordeau, Gilbert Laporte, Martin Savelsbergh, Daniele Vigo
2006· book-chapter· en· Handbooks in operations research and management science· Engineering
machine prediction:candidate · noneconsensus · none
257
citations
affno abstractunlabeled
Time-dependent routing problems: A review
Michel Gendreau, Gianpaolo Ghiani, Emanuela Guerriero
2015· review· en· Computers & Operations Research· Engineering
machine prediction:candidate · noneconsensus · none
244
citations
affno abstractunlabeled
Dynamic transportation of patients in hospitals
Alexandre Beaudry, Gilbert Laporte, Teresa Melo, Stefan Nickel
2008· article· en· OR Spectrum· Engineering
machine prediction:candidate · noneconsensus · none
224
citations
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