Interview with Bob Ahrens (Part 02 of 03)
Bibliographic record
Abstract
Part of a collection of video oral history interviews with park pioneers, as well as some events, created by EKOS Communications in partnership with the Elders Council for Parks of British Columbia to commemorate the 100th anniversary of BC Parks in 2011. The Elders Council is an independent society, whose members are retired parks system employees and conservation advocates who have dedicated a significant portion of their lives to parks and protected areas in BC. These interviews served as source material for the documentary BC Parks: Celebrating 100 Years of Recreation and Protection. Standard questions were used in most of the interviews and included dates of employment/association with BC Parks, parks worked in, greatest challenges, accomplishments and regrets, lessons learned, hopes for provincial park system today and mentors.Part of Elders’ Council for Parks in British Columbia oral history interview series, collected for the documentary "BC Parks: Celebrating 100 Years of Recreation and Protection". Continuation of the Part 1 Ahrens interview with Rick Searle and Derek Thompson. Ahrens discusses land acquisition for parks, including compromising on park boundaries, land exchanges and acquisitions with resource entitlements; examples include Sooke Mountain Park and Strathcona Park. He speaks about the challenges of different resource interests in Parks and Forests from the 1940s. Ahrens talks about the evolution of the Park Act and policies on facilities management and public ownership. He discusses developing a model for BC Parks that was different from that of Parks Canada, especially in terms of commercial activities. Ahrens expounds on economic considerations in parks, including development of park facilities, compromises with resource interests and minimizing losses. He speaks different designations within parks like wilderness, nature conservancy, recreation areas, etc. to reflect different resource uses. Ahrens speaks about the British Columbia Natural Resources conference which began in 1947; D.B. Turner as Director of Conservation; interagency discussions on resource uses; and creation of separate BC Parks system. He touches on contact with Roderick Haig-Brown, then moves on to discuss the creation of the nature conservancy designation to manage resource interests. Ahrens mentions involving boards in land use issues, then speaks about interpretation and youth crew programs, including their benefits and their demise. Camera shots show Bob Ahrens with trees and yard in background. Sometimes see interviewers.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.012 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.008 |
| Insufficient payload (model declined to judge) | 0.080 | 0.026 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".