Bibliographic record
Abstract
A dataset containing 149472 species occurrences available in GBIF matching the query: { "and" : [ "ScientificName is one of (Accara elegans (DC.) Landrum, Myrtus communis L., Chamguava schippii (Standl.) Landrum, Calycolpus legrandii Mattos, Calycorectes moana Borhidi & O.Muñiz, Calycorectes ekmanii Urb., Calycolpus australis Landrum, Calycolpus goetheanus (Mart. ex DC.) O.Berg, Calycolpus cochleatus McVaugh, Calycolpus calophyllus (Kunth) O.Berg, Calycolpus moritzianus (O.Berg) Burret, Myrcianthes cisplatensis (Cambess.) O.Berg, Myrcianthes ferreyrae (McVaugh) McVaugh, Myrcianthes pseudomato (D.Legrand) McVaugh, Myrcianthes pungens (O.Berg) D.Legrand, Myrcianthes roncesvallensis Parra-Os. & Bohórq.-Os., Myrcianthes osteomeloides (Rusby) McVaugh, Myrcianthes callicoma McVaugh, Myrcianthes gigantea (D.Legrand) D.Legrand, Myrcianthes fragrans (Sw.) McVaugh, Eugenia altissima Sobral & Faria, Eugenia tetramera (Mc Vaugh) M.L.Kawas. & B.Holst, Eugenia klotzschiana O.Berg, Eugenia pyrifera Faria & Proença, Eugenia malacantha D.Legrand, Eugenia laruotteana Cambess., Eugenia azuruensis O.Berg, Eugenia rosea DC., Eugenia farneyi Faria & Proença, Eugenia arenosa Mattos, Eugenia patrisii Vahl, Eugenia dysenterica DC., Eugenia splendens O.Berg, Eugenia myrcianthes Nied., Eugenia handroi (Mattos) Mattos, Eugenia hamiltonii (Mattos) Mattos, Eugenia guanabarina (Mattos & D.Legrand) Giaretta & M.C.Souza, Eugenia longohypanthiata Giaretta, Eugenia neoriedeliana M.C.Souza & Giaretta, Eugenia zuccarinii O.Berg, Eugenia tenuipedunculata Kiaersk., Eugenia vattimoana Mattos, Eugenia acutata Miq., Eugenia subterminalis DC., Eugenia luschnathiana (O.Berg) Klotzsch ex B.D.Jacks., Eugenia involucrata DC., Eugenia macrobracteolata Mattos, Eugenia aggregata Baker, Eugenia magnisepala Bünger & Mazine, Eugenia glandulosa Cambess., Eugenia regia Bünger & Sobral, Eugenia magnibracteolata Mattos & D.Legrand, Eugenia expansa Spring ex Mart., Eugenia membranifolia Nied., Eugenia cereja D.Legrand, Eugenia ruschiana Bünger, Mazine & Stehmann, Eugenia puberula Nied., Eugenia selloi B.D.Jacks., Eugenia florida DC., Eugenia disperma Vell., Eugenia binata Mazine & Sobral, Eugenia chiquitensis O.Berg, Eugenia longiracemosa Kiaersk., Eugenia paracatuana O.Berg, Eugenia domingensis O.Berg, Eugenia eggersii Kiaersk., Eugenia patens Poir., Eugenia biflora (L.) DC., Eugenia intermedia O.Berg, Eugenia lomensis Britton & P.Wilson, Eugenia varia Britton & P.Wilson, Eugenia rigidifolia A.Rich., Eugenia picardae Krug & Urb. ex Urb, Eugenia lineata (Sw.) DC., Eugenia linearis Rich. ex O.Berg, Eugenia stenoxipha Urb., Eugenia tuberculata (Kunth) DC., Eugenia costatifructa Mazine, Eugenia capparidifolia DC., Eugenia cristaensis O.Berg, Eugenia angustissima O.Berg, Eugenia repanda O.Berg, Eugenia modesta DC., Eugenia macrosperma DC., Eugenia sprengelii DC., Eugenia caloneura Sobral & Rigueira, Eugenia longipetiolata Mattos, Eugenia wentii Amshoff, Eugenia speciosa Cambess., Eugenia stigmatosa DC., Eugenia bunchosiifolia Nied., Eugenia plicatocostata O.Berg, Eugenia inversa Sobral, Eugenia pseudopsidium Jacq., Eugenia lagoensis Kiaersk., Eugenia punicifolia (Kunth) DC., Eugenia cerasiflora Miq., Eugenia rotula Sobral, Eugenia melanogyna (D.Legrand) Sobral, Eugenia fissurata Mattos, Eugenia sebastianopolitana (G.M.Barroso) Stadnik, D.K.D.Caldas & M.C.Souza, Eugenia prasina O.Berg, Eugenia subavenia O.Berg, Eugenia nutans O.Berg, Eugenia batingabranca Sobral, Eugenia verticillata (Vell.) Angely, Eugenia hirta O.Berg, Eugenia petaloidea Giaretta & B.S.Amorim, Eugenia martinellii (G.M.Barroso & M.Peron) Stadnik, D.K.D.Caldas & M.C.Souza, Eugenia umbrosa O.Berg, Eugenia crassa Sobral, Eugenia goiapabana Sobral & Mazine, Eugenia grandissima Sobral, Mazine & E.A.D.Melo, Eugenia ellipsoidea Kiaersk., Eugenia vetula DC., Eugenia schottiana O.Berg, Eugenia bahiensis DC., Eugenia rara Rigueira & Sobral, Eugenia burretii Flickinger, Eugenia cryptocardia Flickinger, Eugenia neibensis (Alain), Eugenia borinquensis Britton, Eugenia stahlii (Kiaersk.) Krug & Urb. ex Urb., Eugenia stirpiflora (O.Berg) Krug & Urb., Eugenia stewardsonii Britton, Eugenia sintenisii Krug & Urb., Eugenia padronii Alain, Eugenia sessiliflora Vahl, Eugenia haematocarpa Alain, Eugenia fajardensis (Krug & Urb.) Urb., Eugenia woodburyana Alain, Eugenia dictyophylla Urb., Eugenia pubicalyx Alain, Eugenia walkerae Flickinger, Eugenia torbeciana (Urb. & Ekman) Flickinger, Eugenia cati Britton & P.Wilson, Eugenia catingiflora Griseb., Eugenia laeteviridis Urb., Eugenia maestrensis Urb., Eugenia bissei Flickinger, Eugenia naguana Urb., Eugenia piedraensis Urb., Eugenia mensurensis Urb., Eugenia ekmanii (Urb.) Mattos, Eugenia cucullata Amshoff, Eugenia rhombea (O.Berg) Krug & Urb. ex Urb., Eugenia websteri Proctor, Eugenia retinadenia C.Wright, Eugenia victorinii Alain, Eugenia axillaris (Sw.) Willd., Eugenia pacifica Benth., Eugenia laevis O.Berg, Eugenia cocosensis Barrie, Eugenia hypargyrea Standl., Eugenia crenulata (Sw.) Willd., Eugenia monticola (Sw.) DC., Eugenia foetida Pers., Eugenia hiraeifolia Standl., Eugenia percincta McVaugh, Eugenia neograndifolia Mattos, Eugenia latifolia Aubl., Eugenia protenta McVaugh, Eugenia egensis DC., Eugenia anastomosans DC., Eugenia densiracemosa Mazine & Faria, Eugenia aubletiana Mattos, Eugenia aurata O.Berg, Eugenia flavescens DC., Eugenia sparsa S.Moore, Eugenia talbotii Keay, Eugenia leptoclada O.Berg, Eugenia sphenophylla O.Berg, Eugenia neoverrucosa Sobral, Eugenia platysema O.Berg, Eugenia pluriflora DC., Eugenia subglomerata (Kuntze) Sobral, Eugenia bimarginata DC., Eugenia hiemalis Cambess., Eugenia unana Sobral, Eugenia astringens Cambess., Eugenia bacopari D.Legrand, Eugenia lambertiana DC., Eugenia stictopetala Mart. ex DC., Eugenia coronata Vahl ex DC., Eugenia greggii (Sw.) Poir., Eugenia cycloidea Urb., Eugenia spruceana O.Berg, Eugenia abunan M.A.D.Souza & Sobral, Eugenia moschata (Aubl.) Nied. ex T.Durand & B.D.Jacks., Eugenia fasciculiflora O.Berg, Eugenia pisonis O.Berg, Eugenia kerianthera M.A.D.Souza, Eugenia joseramosii M.A.D.Souza & Scud., Eugenia confusa DC., Eugenia coffeifolia DC., Eugenia lucens Alain, Eugenia lineolata Urb. & Ekman, Eugenia pachyadenia (Urb. & Ekman) Flickinger, Eugenia excisa Urb., Eugenia ligustroides Urb., Eugenia lindahlii Urb. & Ekman, Eugenia excelsa O.Berg, Eugenia platyphylla O.Berg, Eugenia pistaciifolia DC., Eugenia umbellulifera Krug & Urb. ex Urb., Eugenia tropophylla H.Perrier, Eugenia paludosa Pancher ex Brongn. & Gris, Eugenia bullata Pancher ex Guillaumin, Eugenia brongniartiana Guillaumin, Eugenia roseopetiolata N.Snow & Cable, Eugenia natalitia Sond., Eugenia woodii Merr., Eugenia capensis (Eckl. & Zeyh.) Harv., Eugenia zeyheri (Harv.) Harv., Eugenia umtamvunensis A.E.van Wyk, Eugenia verdoorniae A.E.van Wyk, Eugenia erythrophylla Strey, Eugenia zuluensis Dümmer, Eugenia calcadensis Bedd., Eugenia wynaadensis Bedd., Eugenia singampattiana Bedd., Eugenia reinwardtiana (Blume) DC., Eugenia mespiloides Lam., Eugenia bojeri Baker, Eugenia vaughanii J.Guého & A.J.Scott, Eugenia orbiculata Lam., Eugenia neofasciculata Bennet, Eugenia pollicina J.Guého & A.J.Scott, Eugenia buxifolia Lam., Eugenia kanakana N.Snow, Eugenia pyxidata (J.Guého & A.J.Scott) N.Snow, Eugenia crassipetala J.Guého & A.J.Scott, Eugenia lucida Lam., Eugenia tinifolia Lam., Eugenia armeniaca Sagot, Eugenia victoriana Cuatrec., Eugenia stipitata McVaugh, Eugenia pohliana DC., Eugenia excoriata O.Berg, Eugenia piresiana Cambess., Eugenia sellowiana DC., Eugenia pyriformis Cambess., Eugenia ternatifolia Cambess., Eugenia itajurensis Cambess., Eugenia langsdorffii O.Berg, Eugenia beaurepairiana (Kiaersk.) D.Legrand, Eugenia supraaxillaris Spreng., Eugenia ligustrina (Sw.) Willd., Eugenia sulcata Spring ex Mart., Eugenia brasiliensis Lam., Eugenia mattosii D.Legrand, Eugenia neomyrtifolia Sobral, Eugenia uniflora L., Eugenia pitanga (O.Berg) Nied., Amomyrtus meli (Phil.) D.Legrand & Kausel, Amomyrtus luma (Molina) D.Legrand & Kausel, Legrandia concinna (Phil.) Kausel, Pimenta pseudocaryophyllus (Gomes) Landrum, Pimenta paganii (Krug & Urb.) Flickinger, Pimenta racemosa (Mill.) J.W.Moore, Pimenta haitiensis (Urb.) Landrum, Pimenta yumana (Alain) T.N.C.Vasconc., Pimenta berciliae T.N.C.Vasconc. & Peguero, Pimenta dioica (L.) Merr., Pimenta filipes (Urb.) Burret, Pimenta podocarpoides (Areces) Landrum, Curitiba prismatica (D.Legrand) Salywon & Landrum, Campomanesia rhombea O.Berg, Campomanesia reitziana D.Legrand, Campomanesia pubescens (DC.) O.Berg, Campomanesia adamantium (Cambess.) O.Berg, Campomanesia aromatica (Aubl.) Griseb., Campomanesia costata M.Ibrahim & Landrum, Campomanesia xanthocarpa (Mart.) O.Berg, Campomanesia velutina (Cambess.) O.Berg, Campomanesia guaviroba (DC.) Kiaersk., Campomanesia neriiflora (O.Berg) Nied., Campomanesia dichotoma (O.Berg) Mattos, Campomanesia laurifolia Gardner, Campomanesia cavalcantina Soares-Silva & Proença, Campomanesia guazumifolia (Cambess.) O.Berg, Campomanesia ilhoensis Mattos, Feijoa sellowiana (O.Berg) O.Berg, Mosiera cabanasensis (Britton & P.Wilson) Borhidi, Mosiera oonophylla (Urb.) Bisse, Mosiera ehrenbergii (O.Berg) Landrum, Mosiera contrerasii (Lundell) Landrum, Mosiera ophiticola (Britton & P.Wilson) Bisse, Mosiera longipes (O.Berg) Small, Mosiera havanensis (Urb.) Bisse, Mosiera wrightii (Krug & Urb.) Borhidi, Mosiera gracilipes (Alain) Salywon, Mosiera xerophytica (Britton) Salywon, Mosiera cuspidata (Alain) Salywon, Mosiera yamaniguensis Bisse ex Urquiola & Z.Acosta, Psidium acidum Mart. ex O.Berg, Psidium kennedyanum Morong, Psidium friedrichsthalianum (O.Berg) Nied., Psidium guajava L., Psidium ratterianum Proença & Soares-Silva, Psidium guineense Sw., Psidiu
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.007 | 0.011 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.240 | 0.339 |
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".