Arctic Energy Exploration: Present and Future Development A Foreword to the BCPG Special Issue Resulting from the 2007 Gussow Conference
Bibliographic record
Abstract
Research Article| June 01, 2009 Arctic Energy Exploration: Present and Future Development A Foreword to the BCPG Special Issue Resulting from the 2007 Gussow Conference Keith Dewing; Keith Dewing Geological Survey of Canada, 3303 - 33rd Street, NW, Calgary, ABT2L 2A7, kdewing@NRCan.gc.ca Search for other works by this author on: GSW Google Scholar Gerry Reinson Gerry Reinson Reinson Consultants Ltd., East Tower, Fifth Avenue Place, 6th Floor, 425 - 1st Street SW, Calgary, AB T2P 3L8 greinson@telus.net Search for other works by this author on: GSW Google Scholar Author and Article Information Keith Dewing Geological Survey of Canada, 3303 - 33rd Street, NW, Calgary, ABT2L 2A7, kdewing@NRCan.gc.ca Gerry Reinson Reinson Consultants Ltd., East Tower, Fifth Avenue Place, 6th Floor, 425 - 1st Street SW, Calgary, AB T2P 3L8 greinson@telus.net Publisher: Canadian Society of Petroleum Geologists First Online: 02 Mar 2017 Online ISSN: 2368-0261 Print ISSN: 0007-4802 © The Society of Canadian Petroleum Geologists Bulletin of Canadian Petroleum Geology (2009) 57 (2): 127–128. https://doi.org/10.2113/gscpgbull.57.2.127 Article history First Online: 02 Mar 2017 Cite View This Citation Add to Citation Manager Share Icon Share Facebook Twitter LinkedIn MailTo Tools Icon Tools Get Permissions Search Site Citation Keith Dewing, Gerry Reinson; Arctic Energy Exploration: Present and Future Development A Foreword to the BCPG Special Issue Resulting from the 2007 Gussow Conference. Bulletin of Canadian Petroleum Geology 2009;; 57 (2): 127–128. doi: https://doi.org/10.2113/gscpgbull.57.2.127 Download citation file: Ris (Zotero) Refmanager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentBy SocietyBulletin of Canadian Petroleum Geology Search Advanced Search The annual Gussow Geoscience Conference focuses an emerging theme related to the petroleum industry. The meeting brings together experts from many disciplines to provide a range of perspectives on the conference theme. The 2007 Gussow Conference, held at the Banff Centre from October 15 to 17, 2007, dealt with “Arctic Energy Exploration: Present and Future Development”. The opening comments of conference co-chair, Benoit Beauchamp of the Arctic Institute of North America, summed up the mood nicely: “Northern Canada’s sedimentary basins contain large volumes of both discovered and undiscovered conventional oil and gas deposits, as well as widespread methane gas hydrate... You do not have access to this content, please speak to your institutional administrator if you feel you should have access.
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 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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.179 | 0.103 |
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".