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Record W6950671914 · doi:10.5683/sp3/tcwqox

Haro Strait and Middle Channel, 1860_2023

2024· dataset· en· W6950671914 on OpenAlexaffabout

Bibliographic record

VenueBorealis · 2024
Typedataset
Languageen
FieldEnvironmental Science
TopicPolar Research and Ecology
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsBayInletShoreBathymetric chartHydrographyChannel (broadcasting)Sound (geography)

Abstract

fetched live from OpenAlex

Georeferenced hydrographic chart surveyed by Capt. G.H. Richards, the officers of the H.M.S. Plumper and engraved by J. & C. Walker, this map shows the islands surrounding Haro Strait and Middle Channel in British Columbia. Detailed relief shading, sketches, and notes show the land cover and land forms. Many places and features are named along with soundings in fathoms in the bodies of water. The islands shown include San Juan, Shaw Island, Orcas Island, Waldron Island, Saturna Island, Mayne Island, Pender Island, Prevost Island, Admiral Island, Stuart Island, Moresby Island, Portland Island, Coal Island, Pier Island, Spieden Island, and part of Vancouver Island. Vancouver Island is labeled with the different land districts including Victoria, Lake, Highland, South Saanich, North Saanich, and Esquimalt. The channels, inlets, harbours, bays, and sounds are labeled and include False Bay, Douglas Channel, Swanson Channel, and Saanich Inlet among many others. Several areas are highlighted in red and some were Reserves while others were referred to as Indian Village. The Reserves shown are Chautlip Indians [Tsartlip Nation: South Saanich 1, Senanus Island 10 and Mayne Island 6]; Saikum Indians [Tseycum Nation: Union Bay 4 Reserve]; Indian Reserve [Esquimalt Nation Reserve]; Quw'utsun/Cowichan Tribes: part of Cowichan 1; Tsawout Nation: Saturna Island 7; Songhees Nation: Chatham Island 4 and Discovery Islands 3; Beecher Bay Nation: Village Island 7, Whale Island 8 and Long Neck Island 9.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.131
Threshold uncertainty score0.264

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.007
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0190.005

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.

Opus teacher head0.025
GPT teacher head0.264
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreDataset

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".

Quick stats

Citations0
Published2024
Admission routes2
Has abstractyes

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