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Record W1602365172 · doi:10.1163/156854002760202651

OCCURRENCE OF CYMBASOMA RIGIDUM THOMPSON, 1888 (COPEPODA, MONSTRILLOIDA) IN ESTUARIES OF THE SOUTHERN GULF OF ST. LAWRENCE, CANADA

2002· article· en· W1602365172 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

VenueCrustaceana · 2002
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicMarine Biology and Ecology Research
Canadian institutionsnot available
Fundersnot available
KeywordsEstuaryCarcinologyGeographyZooplanktonLolium rigidumEcologyOceanographyBiologyCrustaceanGeologyDecapoda

Abstract

fetched live from OpenAlex

Three female specimens of C. rigidum were found in zooplankton samples from the Kouchibouguac and East River Estuaries in the southern Gulf of St. Lawrence, representing a new record for the northwest Atlantic. The geographic distribution of other monstrilloids in the northwest Atlantic and Arctic are also summarized. Variations in morphological characters were found between C. rigidum females found in the latter estuaries and those of C. rigidum Thompson, 1888 and are discussed herein. Trois specimens femelles du monstrilloide C. rigidum ont ete trouves dans des echantillons de zooplancton collectes dans les estuaires des rivieres Kouchibouguac et East, situees dans le sud du Golfe St. Laurent. La presence de ces femelles dans ces estuaires represente un nouveau signalement pour le nord-ouest de l'Atlantique. Un sommaire de la repartition geographique des monstrilloides dans le nord-ouest de l'Atlantique et l'Arctique est presente. Les differences morphologiques entre les specimens femelles de C. rigidum retrouves dans ces estuaires et le specimen-type femelle de C. rigidum Thompson, 1888 y sont discutees.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.571
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.020
GPT teacher head0.207
Teacher spread0.187 · 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