Environmental Overview of Little Qualicum River Regional
Bibliographic record
Abstract
The following report involved a desktop review of existing information sources and field reconnaissance carried out in early August of 2011. 1.0 ENVIRONMENTAL SETTING The Little Qualicum River Regional Park (LQRRP) extends across 44 hectares (ha) of forest along the middle reaches of the Little Qualicum River. The Little Qualicum River flows northeast from Cameron Lake for approximately 14 km before passing through a sizeable estuary (measuring about 15 ha in area) near the Strait of Georgia. The LQRRP is located due north of the Little Qualicum Falls Provincial Park, a 440 ha protected area containing forest patches greater than 100 years old. As part of the coastal plain extending across southeast Vancouver Island, terrain in the vicinity of LQRRP is broadly level to gently undulating. The river corridor itself is deeply incised in places, with sections of the river passing through regions with canyons and steep bluffs. The LQRRP occurs along the western margins of the of Coastal Douglas-fir Biogeoclimatic Zone, within the Moist Maritime Subzone (or CDFmm). This zone has the mildest climate in Canada. It generally experiences warm, dry summers and mild, moist winters (Green and Klinka 1994). Brief periods of drought may occur over mid-to-late summer. Precipitation is lower in the CDFmm than adjacent subzones to the west due to the rain-shadow effect of Mt. Arrowsmith and the Beaufort Mountain Range. Typical forest stands within the CDF zone are dominated by Douglas-fir, Grand Fir and Western Redcedar.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.006 | 0.015 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.021 | 0.002 |
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".