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Record W7034154660

4th Workshop on Climate Variability of the Eastern North Pacific and Western North America [PACLIM], 22-26 March 1987, Asilomar Conference Center, Pacific Grove, California

2021· book· en· W7034154660 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAquaDocs (United Nations Educational, Scientific and Cultural Organization) · 2021
Typebook
Languageen
FieldBusiness, Management and Accounting
TopicEducation Methods and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsClimate changePacific oceanClimate variationClimatic variability
DOInot available

Abstract

fetched live from OpenAlex

Similar modes of large-scale atmospheric circulation ("stimulation") appear to be associated with similar large-scale spatial patterns of stream flow ("response").The winter 1960-1961 typifies a strong atmospheric circulation pattern which tends to elicit a wet coastal Alaska and Canada and a dry interior northwestern United States.The winter 1972-1973, a weak atmospheric circulation pattern, shows a reverse stream flow pattern (of the 1960-1961 strong winter pattern).Probably for this reason the Clark Fork River, Montana, a river basin in the interior northwestern United States, tends to be dry in years of strong atmospheric circulation (brown) and wet in years of weak circulation (green).Such patterns raise the question can paleoclimate time series reveal similar wet-dry spatial teleconnections?(From work in progress of D. Cayan, S.I.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.715
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.008
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.026
GPT teacher head0.260
Teacher spread0.234 · 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