Towards Car-free Cities Keynote Speech: Gil Penalosa
Bibliographic record
Abstract
Gill Penalosa kicks off the World Car-free Network's first ever conference in the United States with an inspirational Keynote address. Bikescape recorded it and attended the press conference that followed. As Commissioner of Parks, Sports and Recreation Penalosa initiated Bogata Columbia's trailblazing Ciclovias, where each Sunday ninety one km of streets are returned to the commons for non-motorized use. 1.5 Million people use the ciclovias each week as the practice migrates to Paris, Portland, New York and San Francisco. Gill has spent five years in Missisagua Canada as commissioner of Parks and Recreation coming up with the thirty years Strategic Placemaking Initiative. He is a senior associate with The Project for Public Spaces, The executive director of Walk and Bike for Life, a senior consultant for Gill Architects in Denmark, and sits on the boards of American Trails, the City Parks Alliance, the International Sport and Culture Association and the advisory committee of America Walks. Be sure to check the blog for links and archived show! http://www.bikescape.blogspot.com
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.
How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.748 | 0.025 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".