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Record W6931570855 · doi:10.5281/zenodo.5924896

Scatopsciara (Scatopsciara) nigrita Hardy 1956

2019· article· en· W6931570855 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

VenueZenodo (CERN European Organization for Nuclear Research) · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCustomer churn and segmentation
Canadian institutionsnot available
Fundersnot available
KeywordsRange (aeronautics)Cover (algebra)Basal (medicine)Feather

Abstract

fetched live from OpenAlex

Scatopsciara (Scatopsciara) nigrita Hardy, 1956 (Fig. 21 A – C) Scatopsciara (Uddmaniella) nigrita Hardy, 1956 [Hardy (1956): 86 – 89, fig. 11 a – d]. Literature: Hardy (1960): 231 – 232, fig. 78 a – d. Material studied: Holotype: Male, 14.iii.1953, Hawai‘i, O‘ahu, Palolo Valley, reared from rotting Plumeria, leg. C.P. Hoyt [BPBM, No. 2488 in the literature (on slide 2388 and 2488)]. Further material: 2 males, 28.xii.2000, Hawai‘i, Maui, Hana, rain forest, caught by net, leg. W. Mohrig (PWMP). Conservation status. E mbedded in Canada balsam. Head, palpus, antennae and wings isolated with wings under a separate cover slip. All morphological structures are in good condition. Comments. The species is characterized by a short 3-segmented palpus with a large basal segment, fore tibia with a small comb-like row of bristles, a short R 1, hypopygium with a bare intergonocoxal space and short and sparse hairs on the inner ventral margin of the gonocoxites; gonostylus small, pointed to the apex, with a short apical tooth and 4 long subapical spines; a wide and flat tegmen, and short aedeagus. Distribution. Hawaiian Islands (O‘ahu, Maui).

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.639
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0250.090

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 head0.221
Teacher spread0.195 · 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