PAVEMENT TECHNOLOGY FOR MEGA TRANSPORTATION PROJECTS
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The demonstrated durability, flexibility and structural capacity of hot-mix asphalt and PCC concrete makes it possible to provide economic, smooth, safe pavements for highways and airports for heavy traffic conditions and severe operating environments. A mega transportation project is considered to involve: greater than $100 million in construction costs; an alternative delivery method such as design-build; life cycle costing for technology evaluation; fast track construction; and total quality management. Recent involvement in mega projects - Dominican Republic Duarte Highway, Colombia Bogota El Dorado International Airport, Highway 407 ETR-Express Toll route north of Toronto, Nova Scotia Cobequid Pass Highway and New Brunswick Fredericton-Moncton Highway - is used to illustrate the advantageous application of asphalt and concrete technology, with emphasis on life-cycle costing and value engineering. The focus of the pavement technology described is on the practical concepts involved, and particularly the key role of the paving contractor in meeting the fast-track technical and quality requirements of mega paving projects. For the covering abstract of this conference see ITRD number E201066. (A)
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it