Surficial geology and landslide inventory of the middle Sea to Sky corridor, British Columbia
Bibliographic record
Abstract
The surficial geology and landslide inventory of the middle Sea to Sky Corridor provides a record of the late Quaternary history of the map area in southern British Columbia near the edge of the former Cordilleran Ice Sheet. The map depicts a variety of sediment units of glacial and non-glacial origin superposed on a hillshade DEM. From oldest to youngest, the units are bedrock, till, glaciofluvial deposits, glaciomarine deposits, alluvium, colluvium, and organic deposits. Landslides are identified and classified in the colluvium units. Till was deposited by glacier ice and consists of boulder- to pebble-sized clasts in a matrix of sand, silt, and clay. Glaciofluvial deposits consist of stratified, well sorted to poorly sorted sand and gravel. They are associated with terraces and blankets. Glaciomarine deposits consist of stratified, well sorted to poorly sorted sand and gravel and silty clay muds. They are also fossiliferous in some places. They are associated with terraces and blankets. Alluvium consists of fine silt, sand, and minor gravel deposited along modern streams after deglaciation. Colluvium is derived from bedrock, till, glaciofluvial deposits that failed. Organic deposits include peat and organic-rich muds that have accumulated in poorly drained depressions formed in older sediments and bedrock.
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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 | 0.003 | 0.007 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".