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Record W6893371866 · doi:10.5281/zenodo.16805544

Sepedon pacifica Cresson 1914

2023· article· en· W6893371866 on OpenAlexaboutno aff

Bibliographic record

VenueOpen MIND · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicAquatic Invertebrate Ecology and Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsLarvaZoogeographyFisher kernelExact test

Abstract

fetched live from OpenAlex

pacifica Cresson, 1914: 457 HT: ♂ United States, California, Marin Co., Redwood Canyon, 17.V.1908, Cresson. ANSP, No. 6076 [examined by Fisher & Orth 1972a: 11] NEALLOTYPE: ♀ United States, California, Sonoma Co., ½ mi w. Valley Ford, 100 ft. [30.5 m], 13.VI.1966, AS-485, T.W. Fisher & R.E. Orth, ANSP DIST: MEXICO (Baja California). Also CANADA (Alberta, British Columbia, Saskatchewan) and UNITED STATES. Map: Neff & Berg 1966 (in part), Fisher & Orth 1972a FIGS: Fisher & Orth 1972a (♂ terminalia, ♂ genitalia), Fisher & Orth 1983 (habitus, ♂ terminalia, ♂ genitalia), this paper (habitus) BIOL: (See BIOL notes under S. praemiosa) HOSTS/PREY OF LARVAE: (see HOSTS/PREY OF LARVAE notes under S. praemiosa) IMMATS: (See IMMATS notes under S. praemiosa) Note: Steyskal (1951) placed S. pacifica in synonymy with S. praemiosa Giglio-Tos. Fisher & Orth (1972a) removed S. pacifica from that synonymy.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.072
Threshold uncertainty score0.241

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0720.018

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 head0.058
GPT teacher head0.314
Teacher spread0.256 · 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
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
Published2023
Admission routes1
Has abstractyes

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