Bibliographic record
Abstract
Nylanderia fulva (Mayr, 1862) Materials Type status: Other material. Occurrence: recordNumber: WBS 101; recordedBy: M. M. Silva, A. J. Mayhé Nunes, J. C. Santos, I. R. S. Cordeiro; individualCount: 1; sex: female; lifeStage: adult; occurrenceID: 2A94E967-60C7-54CD-8508-3BC7E7654C0A; Taxon: genus: Nylanderia; specificEpithet: fulva; taxonRank: species; scientificNameAuthorship: (Mayr, 1862); Location: continent: South America; country: Brazil; countryCode: BR; stateProvince: Rio de Janeiro; municipality: Rio de Janeiro; locality: Floresta da Tijuca, Parque Nacional da Tijuca, Bom Retiro (trilha para o pico da Tijuca); verbatimCoordinates: 22 56 43.1S 43 17 29.5W; verbatimLatitude: 22 56 43.1S; verbatimLongitude: 43 17 29.5W; verbatimCoordinateSystem: degrees minutes seconds; verbatimSRS: WGS 84; Identification: identificationID: Nylanderia fulva; identifiedBy: M. M. Silva; Event: samplingProtocol: Winckler; year: 2022; month: 1; day: 17-19; verbatimEventDate: Summer 2022; habitat: Atlantic Forest; Record Level: type: PhysicalObject; institutionCode: CEIOC; basisOfRecord: PreservedSpecimen Type status: Other material. Occurrence: recordNumber: WAC 119; recordedBy: M. M. Silva, A. J. Mayhé Nunes, J. C. Santos, I. R. S. Cordeiro; individualCount: 1; sex: female; lifeStage: adult; occurrenceID: 51021DAA-0C74-55BB-9298-91D2FA81D215; Taxon: genus: Nylanderia; specificEpithet: fulva; taxonRank: species; scientificNameAuthorship: (Mayr, 1862); Location: continent: South America; country: Brazil; countryCode: BR; stateProvince: Rio de Janeiro; municipality: Rio de Janeiro; locality: Floresta da Tijuca, Parque Nacional da Tijuca, trilha (caminho dos picos / camminho da solidão); verbatimCoordinates: 22 57 23.1S 43 16 59.0W; verbatimLatitude: 22 57 23.1S; verbatimLongitude: 43 16 59.0W; verbatimCoordinateSystem: degrees minutes seconds; verbatimSRS: WGS 84; Identification: identificationID: Nylanderia fulva; identifiedBy: M. M. Silva; Event: samplingProtocol: Winckler; year: 2021; month: 7; day: 21-23; verbatimEventDate: Winter 2021; habitat: Atlantic Forest; Record Level: type: PhysicalObject; institutionCode: CEIOC; basisOfRecord: PreservedSpecimen Distribution Argentina, Brazil, Bolivia, Paraguay, Uruguay. Exotic in northern Brazil, the Canary Islands, Colombia, Costa Rica, Cuba, Ecuador, French Guiana, Galápagos Islands, Guyana, Hispaniola, Jamaica, Lesser Antilles, Mexico, Puerto Rico, Suriname, Trinidad and Tobago, United States and Venezuela. Introduced in Canada and France. Notes This is the first record for the PNT. Kempf (1972) and Brandão (1991) recorded this species from the State of Rio de Janeiro without details.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.028 | 0.009 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".