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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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Better roads
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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.

34 results · 1 filter active ·
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20012013
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
34 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 34 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 34 of 34 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
Warm Mix Stands Up to Its Trials
Rick Zettler
2006· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
18
citations
aboutno affunlabeled
DEEP REHAB FOR DISTRESSED PAVEMENTS
K Landers
2002· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
SAFER ROADS AND ROAD WORK ZONES
R W Stidger
2003· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
WINTER STRATEGIES FOR THE SEASON AHEAD
R W Stidger
2005· article· en· Better roads· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
ALBERTA'S 6 BEST BRIDGE PRACTICES
R W Stidger
2005· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Same Tunnel. Same Weak Light
John Latta
2011· article· en· Better roads· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
TRENDS TO WATCH IN ROAD TECHNOLOGY
R W Stidger
2002· article· en· Better roads· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BONAVENTURE BRIDGE GETS PIER REPAIR
Deryn Graham
2003· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Better, More Readable Signage
R W Stidger
2008· article· en· Better roads· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CANADIAN DISTRICT TESTS GEOGRIDS
Sam Wolff
2002· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Where the Rubber is the Road
Mike Anderson
2011· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
INNOVATIVE BRIDGE RESTORATION
Rafael Rob
2005· article· en· Better roads· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Uh Oh -- Inside the Highway and Bridge Industries
John Latta, Tina Grady Barbaccia, Mike Anderson
2011· article· en· Better roads· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
WHAT CITIES LEARNED FROM WINTER 2005
R W Stidger
2005· article· en· Better roads· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Buy a Border Bridge! No Money Down
Mike Anderson
2011· article· en· Better roads· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CIR a Hit in L.A.
Daniel C. Brown
2013· article· en· Better roads· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About