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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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Annual Conference of the International Group for Lean Construction
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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.

38 results · 1 filter active ·
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20172025
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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.
38 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 38 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 38 of 38 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Analysis of Visual Management Practices for Construction Safety
Eva S. Abdelkhalek, Mohamad D. Elsibai, Ghida K. Ghosson, Farook Hamzeh
2019· article· en· Annual Conference of the International Group for Lean Construction· Health Professions
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
A Fuzzy Framework for Contractor Selection on IPD Projects
Zeina Malaeb, Mohamed ElMenshawy, Anas Badreddine, Omar Azakir, Farook Hamzeh
2023· article· en· Annual Conference of the International Group for Lean Construction· Decision Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
fundno affunlabeled
Using TVD Simulation to Improve Collaboration
Muktari Musa, Christine Pasquire, Alan Hurst
2019· article· en· Annual Conference of the International Group for Lean Construction· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Factors Influencing Cycle Times in Offsite Construction
Fatima Alsakka, Haitao Yu, Farook Hamzeh, Mohamed Al‐Hussein
2023· article· en· Annual Conference of the International Group for Lean Construction· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Evaluating Blockchain in Construction Supply Chain Management
Danial Gholinezhad Dazmiri, Ramin Aliasgari, Farook Hamzeh
2022· article· en· Annual Conference of the International Group for Lean Construction· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Framework for Using LPS in Design on IPD Projects
Negar Mansouri Asl, Nazanin Najafizadeh, Mahboobeh Fakhrzarei, Ahmed Hammad, Farook Hamzeh
2022· article· en· Annual Conference of the International Group for Lean Construction· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Lean Health Check Framework
Parastoo Eivazi Ziaei, Diana Salhab, Ritu Ahuja, Farook Hamzeh
2023· article· en· Annual Conference of the International Group for Lean Construction· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Evaluating the Lean-Enabling Competencies of Clients
Yara Daoud, Carla Ghannoum, Soheila Antar, Farook Hamzeh
2019· article· en· Annual Conference of the International Group for Lean Construction· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Safety Culture in Construction Industry of Nepal
Prajwol Neupane, Farook Hamzeh
2023· article· en· Annual Conference of the International Group for Lean Construction· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About