MétaCan
Menu
← Back to cohort
Record W4385862420 · doi:10.1515/9780774850926-001

Maps, Tables, Illustrations, Photographs

2007· book-chapter· en· W4385862420 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2007
Typebook-chapter
Languageen
FieldSocial Sciences
TopicPleistocene-Era Hominins and Archaeology
Canadian institutionsnot available
Fundersnot available
KeywordsComputer graphics (images)Computer scienceCartographyGeography

Abstract

fetched live from OpenAlex

Maps 9 Bering Land Bridge 17 Sheguiandah and George Lake sites 29 US Early Paleo-Indian sites and southern Ontario fluted point discoveries 43 Prominent gaps in the Niagara Escarpment 48 Late glacial extent of Cordilleran and Laurentide ice sheets 50 Stages in the deglaciation of Ontario 53 Banting and Hussey sites 72 Geologic sources of Early Paleo-Indian toolstone in southern Ontario 106 Fisher site during Main stage of glacial Lake Algonquin 133 Udora site with respect to glacial Lake Algonquin 152 Udora archaeological site 211 Late glacial geographical features and snowbelts in southern Ontario 218 Archaeological and paleontological sites in eastern North America 252 Sheguiandah archaeological site 281 Thomson and Red Wing sites in the Blue Mountain/Kolapore uplands 321 Driving tour of southern Ontario 323 Toronto to Alliston 325 Alliston to Stayner 327 Stayner to the Kolapore uplands 329 Sheguiandah, Manitoulin Island 331 Killarney Provincial Park Tables 5 Geological subdivisions of the Ice Age 6 Archaeological chronology for the Great Lakes region 237 Geological time scale vi 8 Maps, Tables, 8 Illustrations, 8 8 8 Photographs

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.623
Threshold uncertainty score0.538

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.011
Science and technology studies0.0010.000
Scholarly communication0.0030.003
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.6230.446

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 head0.028
GPT teacher head0.223
Teacher spread0.195 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of British Columbia Press eBooks→Same topicPleistocene-Era Hominins and Archaeology→French-language works237,207→