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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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Transportation Research Part E Logistics and Transportation Review
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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
fundfunder
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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.

122 results · 1 filter active ·
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20012025
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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.
122 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 122 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 122 of 122 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Dynamic price dispersion in airline markets
Benny Mantin, Bonwoo Koo
2009· article· en· Transportation Research Part E Logistics and Transportation Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
103
citations
affno abstractunlabeled
Multi-objective design of an organ transplant network under uncertainty
Behzad Zahiri, Reza Tavakkoli‐Moghaddam, Mehrdad Mohammadi, Payman Jula
2014· article· en· Transportation Research Part E Logistics and Transportation Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
98
citations
affno abstractunlabeled
A matheuristic for the liner shipping network design problem
Berit Dangaard Brouer, Guy Desaulniers, David Pisinger
2014· article· en· Transportation Research Part E Logistics and Transportation Review· Engineering
distilled prediction:candidate · noneconsensus · none
75
citations
affno abstractunlabeled
Scheduling trucks and drones for cooperative deliveries
Jiajing Gao, Lu Zhen, Gilbert Laporte, Xueting He
2023· article· en· Transportation Research Part E Logistics and Transportation Review· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
Preferences for alternative short sea shipping opportunities
Sean Puckett, David A. Hensher, Mary R. Brooks, Valerie Trifts
2010· article· en· Transportation Research Part E Logistics and Transportation Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
42
citations
affno abstractunlabeled
The three-sided market of on-demand delivery
Sina Bahrami, Mehdi Nourinejad, Yafeng Yin, Hai Wang
2023· article· en· Transportation Research Part E Logistics and Transportation Review· Engineering
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
Price volatility in the airline markets
David Gillen, Benny Mantin
2009· article· en· Transportation Research Part E Logistics and Transportation Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
34
citations
afffundno abstractunlabeled
The time-dependent location-routing problem
Carise Elisane Schmidt, Arinei C.L. Silva, Maryam Darvish, Leandro C. Coelho
2019· article· en· Transportation Research Part E Logistics and Transportation Review· Engineering
distilled prediction:candidate · noneconsensus · none
30
citations
afffundno abstractunlabeled
Buy now or later? New or remanufactured? How to attract strategic customers
Zhuojun Liu, Michael Zhang, Jing Chen, Claver Diallo
2023· article· en· Transportation Research Part E Logistics and Transportation Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
23
citations
afffundno abstractunlabeled
Information sale and contract selection under downstream competition
Wei Xing, Qiankun Li, Xuan Zhao, Jialu Li
2020· article· en· Transportation Research Part E Logistics and Transportation Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations

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