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Record W6931167386 · doi:10.5281/zenodo.4762146

Pteronarcys princeps Banks 1907

2017· article· en· W6931167386 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2017
Typearticle
Languageen
FieldComputer Science
TopicImage and Object Detection Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsButteRidgeShireSympatric speciationKondratiev wavePhanerozoic

Abstract

fetched live from OpenAlex

Pteronarcys princeps Banks, 1907 http://lsid.speciesfile.org/urn:lsid: Plecoptera.speciesfile.org: TaxonName:470666 (Figs. 45–49) Remarks and Distribution. This species is common in the Pacific Northwest with scattered reports from British Columbia, Idaho, Nevada, and Utah (Jewett 1959, Baumann et al. 1977, Stewart & Oswood 2006). It is sympatric with P. californica, but can be differentiated by the anterolateral orientation of the APP (Figs. 47, 49) and the semi-circular ridge shaped supra-antennal plate (Figs. 46, 48). Material Examined. Canada, British Columbia: Cultus Lake, 13 March 1937, 3 L, W.E. Ricker (CNC); Hatchery Creek, Cultus Lake BC, 7 May 1937, ♀, Exv, W.E. Ricker (CNC). USA, California: Butte Co., Butte Creek, Humboldt Rd., above Colby Creek, N 40.1138 W 121.4952, 25 May 2014, 2♂, 3L, B.C. Kondratieff & C. Verdone (CSUIC); Butte Creek, Humboldt Rd. NW of Butte Meadows, N 40.0016, W 121.5364, 25 May 2014, 4♂, Exv, B.C. Kondratieff & C. Verdone (CSUIC); Nevada Co., Rock Creek, North Bloomfield Rd., N 39.3024, W 120.9785, 24 May 2014, 4♀, Exv, B.C. Kondratieff & C. Verdone (CSUIC); Siskiyou Co., Big Springs Creek, Mt. Shasta City Park, N 41.3281, W 122.3269, 23 May 2014, 6♂, 2♀, 2L, Exv, B.C. Kondratieff & C. Verdone (CSUIC); Oregon: Clackamas Co., Salmon River, submerged wood, 1 mi. W of Zig Zag, 27 December 1995, L, R. Durfee (CSUIC).

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0180.006

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 head0.032
GPT teacher head0.258
Teacher spread0.226 · 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 designObservational
Domainnot available
GenreEmpirical

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
Published2017
Admission routes1
Has abstractyes

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