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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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Building Energy and Comfort Optimization
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,455 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.
2,455 works in the cohort · of 4,299,418page 1 of 50

Labels cover 3 of 2,455 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 2,455 of 2,455 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Review of modeling methods for HVAC systems
Abdul Afram, Farrokh Janabi‐Sharifi
2014· article· en· Applied Thermal Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
463
citations
affno abstractunlabeled
Development of the ASHRAE Global Thermal Comfort Database II
Veronika Földváry Ličina, Toby Cheung, Hui Zhang, Richard de Dear, Thomas Parkinson, Edward Arens +59 more
2018· article· en· Building and Environment· Engineering
distilled prediction:candidate · noneconsensus · none
456
citations
aboutno affunlabeled
THE NEW WIND CHILL EQUIVALENT TEMPERATURE CHART
Randall J. Osczevski, Maurice Bluestein
2005· article· en· Bulletin of the American Meteorological Society· Engineering
distilled prediction:candidate · noneconsensus · none
318
citations
affunlabeled
Re-contextualizing the notion of comfort
Raymond J. Cole, John Robinson, Zosia Brown, Meg O’Shea
2008· article· en· Building Research & Information· Engineering
distilled prediction:candidate · noneconsensus · none
206
citations
affno abstractunlabeled
Energy use in buildings in a long-term perspective
Diána Ürge-Vorsatz, Ksenia Petrichenko, Maja Staniec, Jiyong Eom
2013· article· en· Current Opinion in Environmental Sustainability· Engineering
distilled prediction:candidate · noneconsensus · none
159
citations
affunlabeled
Occupant use of switching and dimming controls in offices
P.R. Boyce, Jennifer A. Veitch, Guy R. Newsham, C C Jones, Judith Heerwagen, Michael Myer +1 more
2006· article· en· Lighting Research & Technology· Engineering
distilled prediction:candidate · noneconsensus · none
151
citations
affunlabeled
Nursing and torture.
Ebenezer Hailemariam
2005· article· en· PubMed· Engineering
distilled prediction:candidate · noneconsensus · none
137
citations

How this was built: Screen · Findings · About