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Record W6930936425 · doi:10.5281/zenodo.15156839

TABLE 1 in Earthworms (Oligochaeta, Clitellata) of the Mitaraka range (French Guiana): commented checklist with description of one genus and eighteen species new to science

2024· dataset· en· W6930936425 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2024
Typedataset
Languageen
FieldMedicine
TopicTrauma, Hemostasis, Coagulopathy, Resuscitation
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsTable (database)Range (aeronautics)Experimental forestForest ecologyChecklistEcosystem

Abstract

fetched live from OpenAlex

TABLE 1. — List of the study plots where earthworms were sampled in the Mitaraka Massif. CodesSite descriptionCoordinatesAltitudeHabitatMicrohabitatsBCMitaraka base camp2°14’2”N, 54°27’1”W331Plateau forestsoil, decaying trunks, epiphytesALA trail / Lowland2°14’36”N, 54°27’52”W327Lowland forestsoil, decaying trunks, litterASA trail / Slope2°14’17”N, 54°27’7”W344Slope forestsoil, decaying trunksAPA trail / Plateau2°14’37”N, 54°27’31”W371Plateau forestsoil, decaying trunks, epiphytesHFHeliconia forest2°13’50”N, 54°26’57”W351Plateau forestsoil, decaying trunksCLC trail / Lowland2°14’17”N, 54°26’56”W310Lowland forestsoil, decaying trunksCSC trail / Slope2°14’7”N, 54°26’41”W377Slope forestsoil, decaying trunksCPC trail / Plateau2°13’59”N, 54°26’37”W449Plateau forestsoil, decaying trunksDLD trail / Lowland2°13’58”N, 54°27’7”W318Lowland forestsoil, decaying trunksDSD trail / Slope2°13’39”N, 54°27’13”W339Slope forestsoil, decaying trunksDPD trail / Plateau2°12’58”N, 54°27’25”W381Plateau forestsoil, decaying trunksHF1Hilltop forest #1 (“Sommet en Cloche”)2°13’42”N, 54°28’2”W638Hilltop forestsoil, decaying trunksHF2Hilltop forest #2 (“Borne 1”)2°12’35”N, 54°26’12”W600Hilltop forestsoil, decaying trunksTF1Transition forest #1 (“Sommet en Cloche”)2°13’54”N, 54°27’39”W401Transition forestsoil, decaying trunks, litterTF2Transition forest #2 (“Layon C”)2°14’19”N, 54°26’6”W389Transition forestdecaying trunksTF3Transition forest #3 (“Sommet en Cloche”)2°13’59”N, 54°27’34”W395Transition forestsoilTF4Transition forest #4 (“Tchoukouchipan”)2°14’54”N, 54°29’12”W405Transition forestsoilTCHTransition forest #5 (“Tchoukouchipan”)2°14’46”N, 54°29’10”W329Transition forestcaveRS1Rocky savannah #1 (“Sommet en Cloche”)2°13’40”N, 54°28’1”W623Rocky savannahsoil, rootsRS2Rocky savannah #2 (“Sommet en Cloche”)2°13’58”N, 54°27’39”W427Rocky savannahrootsRS3Rocky savannah #3 (“Layon C”)2°14’18”N, 54°26’5”W401Rocky savannahrootsRS4Rocky savannah #4 (“Borne 1”)2°12’29”N, 54°26’20”W585Rocky savannahroots

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: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.104
Threshold uncertainty score0.347

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.1040.016

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 head0.045
GPT teacher head0.257
Teacher spread0.211 · 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
GenreDataset

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
Published2024
Admission routes1
Has abstractyes

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Same venueZenodo (CERN European Organization for Nuclear Research)Same topicTrauma, Hemostasis, Coagulopathy, ResuscitationFrench-language works237,207