A History of Tectono-Magmatism along the Parga Chasma Rift System on Venus
Bibliographic record
Abstract
Parga Chasma is a discontinuous rift system marking the southern boundary of the BAT region on Venus.Along a 1,500 km section of Parga Chasma, detailed mapping has revealed 5 coronae, 11 local rift segments distinct from a regional extension pattern, and 47 graben-fissure systems.These systems are often centred within coronae or large I thank the entire faculty and staff of the Earth Sciences Department and of course my fellow graduate students who have and continue to make my experience here at Carleton truly enjoyable and memorable.Lastly, my deepest thanks goes to my Mom, Dad, and my brother, Kevin for providing me with continuous and unwavering encouragement and support throughout my academic career.I also thank my whole extended family -my grandparents, aunts, uncles, and cousins -in British Columbia, Washington, and Nevada, for their interest in my work and their similar support throughout the years.I also
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".