Bibliographic record
Abstract
A dataset containing 254164 species occurrences available in GBIF matching the query: { "TaxonKey" : [ "is one of (Eugenia lacerosepala N.Snow, Eugenia laeteviridis Urb., Eugenia lagoensis Kiaersk., Eugenia lambertiana DC., Eugenia lamprophylla Urb., Eugenia lancetillae Standl., Eugenia langsdorffii O.Berg, Eugenia laruotteana Cambess., Eugenia latifolia Aubl., Eugenia laurae Proctor, Eugenia laxa DC., Eugenia ledermannii Engl. & Brehmer, Eugenia ledophylla (Standl.) Mc Vaugh, Eugenia legrandii (Mattos) Mattos, Eugenia lempana Barrie, Eugenia macrobracteolata Mattos, Eugenia leonensis Engl. & Brehmer, Eugenia lepidota O.Berg, Eugenia leptoclada O.Berg, Eugenia letreroana Lundell, Eugenia leucadendron O.Berg, Eugenia levinervis (Fosberg) A.J.Scott, Eugenia lheritieriana DC., Eugenia lhotzkyana O.Berg, Eugenia libanensis Urb., Eugenia librevillensis Amshoff, Eugenia liebmannii Standl., Eugenia liesneri Barrie, Eugenia ligustroides Urb., Eugenia lilloana D.Legrand, Eugenia limbosa O.Berg, Eugenia lindahlii Urb. & Ekman, Eugenia linearis Rich. ex O.Berg, Eugenia lineata (Sw.) DC., Eugenia lineolata Urb. & Ekman, Eugenia lithosperma Barrie, Eugenia littoralis Pancher ex Brongn. & Gris, Eugenia livida O.Berg, Eugenia locuples Barrie, Eugenia loeseneri Urb., Eugenia loheri C.B.Rob., Eugenia lokohensis H.Perrier, Eugenia lomensis Britton & P.Wilson, Eugenia longicuspis Mc Vaugh, Eugenia longifolia DC., Eugenia longipetiolata Mattos, Eugenia longiracemosa Kiaersk., Eugenia longuensis N.Snow, Eugenia louisae N.Snow, Eugenia louvelii H.Perrier, Eugenia lucens Alain, Eugenia luciae Amshoff, Eugenia sellowiana DC., Eugenia macahensis O.Berg, Eugenia macedoi Mattos & D.Legrand, Eugenia macnabiana (Krug & Urb.) Urb., Eugenia macradenia Urb. & Ekman, Eugenia macrantha O.Berg, Eugenia wentii Amshoff, Eugenia macrosperma DC., Eugenia madagascariensis (H.Perrier) A.J.Scott, Eugenia madugodaense Kosterm., Eugenia maestrensis Urb., Eugenia magna B.Holst, Eugenia magnibracteolata Mattos & D.Legrand, Eugenia magnifica Spring ex Mart., Eugenia magniflora Barrie, Eugenia magoana Lundell, Eugenia malacantha D.Legrand, Eugenia malangensis (O.Hoffm.) Nied., Eugenia malpighioides (Kunth) DC., Eugenia mandevillensis Urb., Eugenia mandioccensis O.Berg, Eugenia mandonii Mc Vaugh, Eugenia mansoi O.Berg, Eugenia maranhaoensis G.Don, Eugenia maricaensis G.M.Barroso, Eugenia maritima DC., Eugenia marlierioides Rusby, Eugenia marowynensis Miq., Eugenia marshiana Griseb., Eugenia matagalpensis P.E.Sánchez, Eugenia mattosii D.Legrand, Eugenia matudae Lundell, Eugenia mcphersonii Barrie, Eugenia megaflora Govaerts, Eugenia megalopetala Griseb., Eugenia melanadenia Krug & Urb. ex Urb., Eugenia melanogyna (D.Legrand) Sobral, Eugenia membranifolia Nied., Eugenia memecylifolia Talbot, Eugenia memecyloides Benth., Eugenia mensurensis Urb., Eugenia meridensis Steyerm., Eugenia mespiloides Lam., Eugenia michoacanensis Lundell, Eugenia micranthoides Mc Vaugh, Eugenia micropora DC., Eugenia mimus Mc Vaugh, Eugenia minguetii Urb., Eugenia minuscula McVaugh, Eugenia modesta DC., Eugenia moensis Britton & P.Wilson, Eugenia molinae Barrie, Eugenia mollicoma Mart. ex O.Berg, Eugenia mollifolia Urb., Eugenia monosperma Vell., Eugenia montalbanica Merr., Eugenia monteverdensis Barrie, Eugenia L., Eugenia moonioides O.Berg, Eugenia morii B.Holst & M.L.Kawas., Eugenia moritziana H.Karst., Eugenia mouensis Baker fil., Eugenia mozomboensis P.E.Sánchez, Eugenia mucronata O.Berg, Eugenia mufindiensis Verdc., Eugenia multicostata D.Legrand, Eugenia muscicola H.Perrier, Eugenia naguana Urb., Eugenia nannophylla Urb. & Ekman, Eugenia neibensis (Alain), Eugenia nematopoda Urb., Eugenia neofasciculata Bennet, Eugenia subglomerata (Kuntze) Sobral, Eugenia neolaurifolia Sobral, Eugenia neomyrtifolia Sobral, Eugenia neosericea P.O.Morais & Sobral, Eugenia neosilvestris Sobral, Eugenia neotristis Sobral, Eugenia neoverrucosa Sobral, Eugenia nervosa Lour., Eugenia nigerina A.Chev., Hutch. & Dalziel, Eugenia nigrita Lundell, Eugenia nipensis Urb., Eugenia nodulosa Urb, Eugenia nompa H.Perrier, Eugenia nosibensis N.Snow, Eugenia noumeensis Guillaumin, Eugenia nutans O.Berg, Eugenia oaxacana O.Berg, Eugenia obanensis Baker fil., Eugenia platysema O.Berg, Eugenia obscura (Lindl.) DC., Eugenia ocanensis Linden ex Regel, Eugenia octopleura Krug & Urb. ex Urb., Eugenia ogoouensis Amshoff, Eugenia oligadenia Urb., Eugenia oligandra Krug & Urb. ex Urb., Eugenia ombrophila H.Perrier, Eugenia omissa Mc Vaugh, Eugenia ligustrina var. ligustrina, Eugenia orbiculata Lam., Eugenia ouen-toroensis Guillaumin, Eugenia ovalis O.Berg, Eugenia ovandensis Lundell, Eugenia oxysepala Urb., Eugenia pachnantha O.Berg, Eugenia pachychlamys Donn.Sm., Eugenia pachychremastra Guillaumin, Eugenia pachyclada D.Legrand, Eugenia pachystachya Mc Vaugh, Eugenia pacifica Benth., Eugenia pallidopunctata Mazine, Eugenia paloverdensis Barrie, Eugenia paludosa Pancher ex Brongn. & Gris, Eugenia pantagensis O.Berg, Eugenia papalensis Standl. & Steyerm., Eugenia papayoensis Urb., Eugenia paracatuana O.Berg, Eugenia paranahybensis O.Berg, Eugenia pardensis O.Berg, Eugenia pasacaensis C.B.Rob., Eugenia pauciflora DC., Eugenia peninsularis Urb., Eugenia percivalii Lundell, Eugenia percrenata Mc Vaugh, Eugenia perriniana Urb. & Ekman, Eugenia persicifolia O.Berg, Eugenia peruibensis Mattos, Eugenia petrinensis N.Snow, Eugenia petrophila Urb., Eugenia philippioides H.Perrier, Eugenia phyllocardia Urb., Eugenia pia DC., Eugenia picardiae Krug & Urb., Eugenia piedraensis Urb., Eugenia piloesis Cambess., Eugenia pilosula Krug & Urb., Eugenia pinariensis Urb., Eugenia pinetorum Urb., Eugenia pinifolia Mart. ex O.Berg, Eugenia piresiana Cambess., Eugenia piresii Mattos, Eugenia pisiformis Cambess., Eugenia pistaciifolia DC., Eugenia pitanga (O.Berg) Nied., Eugenia pitrensis Urb., Eugenia pittieri Standl., Eugenia platyphylla O.Berg)" ] } The dataset includes 254164 records from 982 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074528-231120084113126/datasets/export for details. Data from some individual datasets included in this download may be licensed under less restrictive terms.
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 distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.040 | 0.954 |
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; both teacher heads agree on what is shown here.
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".